Merge branch 'master' of http://gitlab.sliit.lk/tmp-23-029/2023-029

.vscode/settings.json

@@ -4,5 +4,9 @@
         "Janith",
         "leaderboard",
         "SLIIT"
-    ]
+    ],
+    "[python]": {
+        "editor.defaultFormatter": "ms-python.black-formatter"
+    },
+    "python.formatting.provider": "none"
 }
\ No newline at end of file

Project/Backend/Server_Node/controllers/curriculum.controller.js

 import Curriculum from '../models/curriculum.model.js';
+import Tutorial from '../models/tutorial.model.js';
 
 export const getAllCurriculums = async (req, res) => {
     try {
@@ -26,17 +27,39 @@ export const createCurriculum = async (req, res) => {
     const curriculumData = req.body;
     try {
         const newCurriculum = new Curriculum(curriculumData);
+
+        // Calculate total tutorial mark
+        let totalTutorialMark = 0;
+        for (const tutorialId of curriculumData.tutorials) {
+            const tutorial = await Tutorial.findById(tutorialId);
+            totalTutorialMark += tutorial.tutorialMarks;
+        }
+
+        newCurriculum.curriculumMark = totalTutorialMark;
         await newCurriculum.save();
+
         res.status(201).json(newCurriculum);
     } catch (error) {
         res.status(400).json({ message: error.message });
     }
 }
 
+
 export const updateCurriculum = async (req, res) => {
     const { id } = req.params;
     const updatedCurriculum = req.body;
     try {
+        const curriculum = await Curriculum.findById(id);
+
+        // Calculate total tutorial mark
+        let totalTutorialMark = 0;
+        for (const tutorialId of updatedCurriculum.tutorials) {
+            const tutorial = await Tutorial.findById(tutorialId);
+            totalTutorialMark += tutorial.tutorialMarks;
+        }
+
+        updatedCurriculum.curriculumMark = totalTutorialMark;
+
         const result = await Curriculum.findByIdAndUpdate(id, updatedCurriculum, { new: true });
         res.status(200).json(result);
     } catch (error) {

Project/Backend/Server_Node/controllers/marksCalculator.controller.js

 import { exec } from "child_process";
+import multer from "multer"
 
 export const marksCalculator = async (req, res) => {
     const imageData = req.file.buffer.toString('base64');

Project/Backend/Server_Node/controllers/tutorial.controller.js

@@ -21,6 +21,11 @@ export const getTutorialById = async (req, res) => {
 
 export const createTutorial = async (req, res) => {
     const tutorialData = req.body;
+    
+    // Calculate total tutorial marks based on task item marks
+    const totalTaskMarks = tutorialData.taskItems.reduce((total, task) => total + (task.taskItemMark || 0), 0);
+    tutorialData.tutorialMarks = totalTaskMarks;
+    
     try {
         const newTutorial = new Tutorial(tutorialData);
         await newTutorial.save();
@@ -32,9 +37,14 @@ export const createTutorial = async (req, res) => {
 
 export const updateTutorial = async (req, res) => {
     const { id } = req.params;
-    const updatedTutorial = req.body;
+    const updatedTutorialData = req.body;
+    
+    // Calculate total tutorial marks based on updated task item marks
+    const totalTaskMarks = updatedTutorialData.taskItems.reduce((total, task) => total + (task.taskItemMark || 0), 0);
+    updatedTutorialData.tutorialMarks = totalTaskMarks;
+    
     try {
-        const result = await Tutorial.findByIdAndUpdate(id, updatedTutorial, { new: true });
+        const result = await Tutorial.findByIdAndUpdate(id, updatedTutorialData, { new: true });
         res.status(200).json(result);
     } catch (error) {
         res.status(404).json({ message: 'Tutorial not found' });

Project/Backend/Server_Node/controllers/userProgress.controller.js

-import UserProgress from '../models/userProgress.model.js';
+import UserProgress from "../models/userProgress.model.js";
 
-export const getUserProgress = async (req, res) => {
-    const userId = req.params.userId;
+// Logic to subscribe to a curriculum for a user
+export const subscribeCurriculum = async (req, res) => {
+    const { userId, curriculum } = req.body;
 
     try {
-        const userProgress = await UserProgress.findOne({ userId }).populate('curriculumId tutorialProgress.tutorialId');
-        res.status(200).json(userProgress);
+        let userProgress = await UserProgress.findOne({ userId });
+
+        if (!userProgress) {
+            // If there is no user progress record for this user, create a new one
+            userProgress = new UserProgress({
+                userId,
+                curriculums: [curriculum], // Add the curriculum to the curriculums array
+            });
+        } else {
+            // If there is an existing user progress record, check if the curriculum already exists
+            const existingCurriculumIndex = userProgress.curriculums.findIndex(c => c.curriculumCode === curriculum.curriculumCode);
+
+            if (existingCurriculumIndex !== -1) {
+                // If the curriculum exists, update it
+                userProgress.curriculums[existingCurriculumIndex] = curriculum;
+            } else {
+                // If the curriculum doesn't exist, add it to the array
+                userProgress.curriculums.push(curriculum);
+            }
+        }
+
+        // Update the totalCurriculumsMarks based on curriculum marks
+        const totalCurriculumsMarks = userProgress.curriculums.reduce((total, curriculum) => total + curriculum.curriculumMark, 0);
+        userProgress.totalCurriculumsMarks = totalCurriculumsMarks;
+
+        // Save the user progress record
+        await userProgress.save();
+
+        res.status(200).json({ message: 'Curriculum subscription successful' });
     } catch (error) {
-        res.status(500).json({ message: error.message });
+        console.error(error);
+        res.status(500).json({ error: 'Internal server error' });
     }
-}
+};
 
-export const updateUserProgress = async (req, res) => {
+// Get user's curriculum subscriptions and progress
+export const getUserProgress = async (req, res) => {
     const userId = req.params.userId;
-    const { curriculumId, tutorialId, completed, marks } = req.body;
 
     try {
-        let userProgress = await UserProgress.findOne({ userId });
+        const userProgress = await UserProgress.findOne({ userId });
 
         if (!userProgress) {
-            userProgress = new UserProgress({ userId });
+            return res.status(404).json({ message: 'User progress not found' });
+        }
+
+        res.status(200).json({ userProgress });
+    } catch (error) {
+        console.error(error);
+        res.status(500).json({ error: 'Internal server error' });
     }
+};
 
-        const curriculumProgress = userProgress.curriculumId.find(prog => prog.curriculumId.equals(curriculumId));
+// Update task item progress and calculate overall progress
+export const updateTaskItemProgress = async (req, res) => {
+    const { userId, curriculumCode, tutorialCode, taskItemTitle, taskItemMarkUser, taskItemSpentTime } = req.body;
 
-        if (!curriculumProgress) {
-            userProgress.curriculumId.push({ curriculumId });
+    try {
+        const userProgress = await UserProgress.findOne({ userId });
+
+        if (!userProgress) {
+            return res.status(404).json({ message: 'User progress not found' });
         }
 
-        const tutorialProgress = curriculumProgress.tutorialProgress.find(prog => prog.tutorialId.equals(tutorialId));
+        // Find the curriculum, tutorial, and task item to update
+        const curriculumIndex = userProgress.curriculums.findIndex(c => c.curriculumCode === curriculumCode);
+        if (curriculumIndex === -1) {
+            return res.status(404).json({ message: 'Curriculum not found' });
+        }
 
-        if (!tutorialProgress) {
-            curriculumProgress.tutorialProgress.push({ tutorialId, completed });
-        } else {
-            tutorialProgress.completed = completed;
+        const tutorialIndex = userProgress.curriculums[curriculumIndex].tutorials.findIndex(t => t.tutorialCode === tutorialCode);
+        if (tutorialIndex === -1) {
+            return res.status(404).json({ message: 'Tutorial not found' });
+        }
+
+        const taskItemIndex = userProgress.curriculums[curriculumIndex].tutorials[tutorialIndex].taskItems.findIndex(item => item.title === taskItemTitle);
+        if (taskItemIndex === -1) {
+            return res.status(404).json({ message: 'Task item not found' });
         }
 
-        userProgress.marks = marks;
+        // Update task item progress
+        userProgress.curriculums[curriculumIndex].tutorials[tutorialIndex].taskItems[taskItemIndex].taskItemMarkUser = taskItemMarkUser;
+        userProgress.curriculums[curriculumIndex].tutorials[tutorialIndex].taskItems[taskItemIndex].taskItemSpentTime = taskItemSpentTime;
+
+        // Calculate total task marks and spent time for the tutorial
+        const tutorial = userProgress.curriculums[curriculumIndex].tutorials[tutorialIndex];
+        tutorial.tutorialMarkUser = tutorial.taskItems.reduce((total, item) => total + item.taskItemMarkUser, 0);
+        tutorial.tutorialSpentTime = tutorial.taskItems.reduce((total, item) => total + item.taskItemSpentTime, 0);
 
+        // Calculate total tutorial marks and spent time for the curriculum
+        const curriculum = userProgress.curriculums[curriculumIndex];
+        curriculum.curriculumMarkUser = curriculum.tutorials.reduce((total, t) => total + t.tutorialMarkUser, 0);
+        curriculum.curriculumSpentTime = curriculum.tutorials.reduce((total, t) => total + t.tutorialSpentTime, 0);
+
+        // Calculate total curriculum marks and spent time for the user
+        userProgress.totalCurriculumsMarks = userProgress.curriculums.reduce((total, c) => total + c.curriculumMarkUser, 0);
+        userProgress.totalCurriculumSpentTime = userProgress.curriculums.reduce((total, c) => total + c.curriculumSpentTime, 0);
+
+        // Save the updated user progress
         await userProgress.save();
-        res.status(200).json(userProgress);
+
+        res.status(200).json({ message: 'Task item progress updated successfully' });
     } catch (error) {
-        res.status(500).json({ message: error.message });
+        console.error(error);
+        res.status(500).json({ error: 'Internal server error' });
     }
-}
+};

Project/Backend/Server_Node/models/curriculum.model.js

@@ -18,10 +18,14 @@ const curriculumSchema = new mongoose.Schema({
         type: String,
         unique: true, // Ensures unique values for curriculumCode
     },
-    curriculumLevel: String,
+    curriculumLevel: Number,
     curriculumTitle: String,
     curriculumDescription: String,
     curriculumImage: String,
+    curriculumMark: {
+        type: Number,
+        default: 0
+    },
     tutorials: [{
         type: mongoose.Schema.Types.ObjectId,
         ref: "Tutorial",

Project/Backend/Server_Node/models/tutorial.model.js

@@ -19,6 +19,10 @@ const taskItemSchema = new mongoose.Schema({
     howToDo: String,
     referenceImage: String,
     referenceVideo: String,
+    taskItemMark : {
+        type: Number,
+        default: 0
+    }
     // Additional fields for task items
 });
 
@@ -30,6 +34,10 @@ const tutorialSchema = new mongoose.Schema({
     tutorialTitle: String,
     tutorialDescription: String,
     tutorialImage: String,
+    tutorialMarks: {
+        type: Number,
+        default: 0
+    },
     taskItems: [taskItemSchema], // Embed task items as subdocuments
     // Additional fields for tutorial details
     status: {

Project/Backend/Server_Node/models/userProgress.model.js

 import mongoose from "mongoose";
 
-const userProgressSchema = new mongoose.Schema({
-    userId: {
-        type: mongoose.Schema.Types.ObjectId,
+const taskItemSchema = new mongoose.Schema({
+    title: {
+        type: String,
         required: true,
-        ref: 'User' // Reference to the User model
     },
-    curriculumId: {
-        type: mongoose.Schema.Types.ObjectId,
+    description: {
+        type: String,
         required: true,
-        ref: 'Curriculum' // Reference to the Curriculum model
     },
-    tutorialProgress: [
-        {
-            tutorialId: {
+    howToDo: [String],
+    referenceImage: String,
+    referenceVideo: String,
+    taskItemMark: {
+        type: Number,
+        default: 0
+    },
+    taskItemMarkUser: {
+        type: Number,
+        default: 0
+    },
+    taskItemSpentTime: {
+        type: Number,
+        default: 0
+    },
+}, { _id: false });
+
+const tutorialTypeUserProgressSchema = new mongoose.Schema({
+    tutorialCode: String,
+    tutorialTitle: String,
+    tutorialDescription: String,
+    tutorialImage: String,
+    tutorialMark: {
+        type: Number,
+        default: 0
+    },
+    tutorialMarkUser: {
+        type: Number,
+        default: 0
+    },
+    tutorialSpentTime: {
+        type: Number,
+        default: 0
+    },
+    taskItems: [taskItemSchema],
+}, { _id: false });
+
+const curriculumTypeUserProgressSchema = new mongoose.Schema({
+    curriculumCode: String,
+    curriculumLevel: Number,
+    curriculumTitle: String,
+    curriculumDescription: String,
+    curriculumImage: String,
+    curriculumMark: {
+        type: Number,
+        default: 0
+    },
+    curriculumMarkUser: {
+        type: Number,
+        default: 0
+    },
+    curriculumSpentTime: {
+        type: Number,
+        default: 0
+    },
+    tutorials: [tutorialTypeUserProgressSchema],
+}, { _id: false });
+
+const userProgressSchema = new mongoose.Schema({
+    userId: {
         type: mongoose.Schema.Types.ObjectId,
-                ref: 'Tutorial' // Reference to the Tutorial model
+        required: true,
+        ref: 'User'
+    },
+    curriculums: [curriculumTypeUserProgressSchema],
+    totalCurriculumsMarks: {
+        type: Number,
+        default: 0
     },
-            completed: {
-                type: Boolean,
-                default: false
-            }
-        }
-    ],
-    marks: {
+    totalCurriculumSpentTime: {
         type: Number,
         default: 0
-    }
+    },
+    status: {
+        type: Number,
+        default: 1,
+    },
+    createdBy: String,
+    createdAt: {
+        type: Date,
+        default: new Date(),
+    },
+    updatedBy: String,
+    updatedAt: {
+        type: Date,
+        default: new Date(),
+    },
 });
 
 const UserProgress = mongoose.model("UserProgress", userProgressSchema);

Project/Backend/Server_Node/routes/userProgress.routes.js

 import express from "express";
-import { getUserProgress, updateUserProgress } from "../controllers/userProgress.controller.js";
+import { getUserProgress, subscribeCurriculum, updateTaskItemProgress } from "../controllers/userProgress.controller.js";
 
 const router = express.Router();
 
+router.post('/subscribe-curriculum', subscribeCurriculum);
 router.get('/:userId', getUserProgress);
-router.post('/:userId', updateUserProgress);
+router.put('/update-task-item-progress', updateTaskItemProgress);
 
 export default router;

Project/Backend/Server_Node/yarn.lock

@@ -503,6 +503,11 @@ isarray@~1.0.0:
   resolved "https://registry.yarnpkg.com/isarray/-/isarray-1.0.0.tgz#bb935d48582cba168c06834957a54a3e07124f11"
   integrity sha512-VLghIWNM6ELQzo7zwmcg0NmTVyWKYjvIeM83yjp0wRDTmUnrM678fQbcKBo6n2CJEF0szoG//ytg+TKla89ALQ==
 
+"js-tokens@^3.0.0 || ^4.0.0":
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/js-tokens/-/js-tokens-4.0.0.tgz#19203fb59991df98e3a287050d4647cdeaf32499"
+  integrity sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==
+
 jsonwebtoken@^9.0.0:
   version "9.0.1"
   resolved "https://registry.yarnpkg.com/jsonwebtoken/-/jsonwebtoken-9.0.1.tgz#81d8c901c112c24e497a55daf6b2be1225b40145"
@@ -540,6 +545,13 @@ lodash@^4.17.21:
   resolved "https://registry.yarnpkg.com/lodash/-/lodash-4.17.21.tgz#679591c564c3bffaae8454cf0b3df370c3d6911c"
   integrity sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg==
 
+loose-envify@^1.4.0:
+  version "1.4.0"
+  resolved "https://registry.yarnpkg.com/loose-envify/-/loose-envify-1.4.0.tgz#71ee51fa7be4caec1a63839f7e682d8132d30caf"
+  integrity sha512-lyuxPGr/Wfhrlem2CL/UcnUc1zcqKAImBDzukY7Y5F/yQiNdko6+fRLevlw1HgMySw7f611UIY408EtxRSoK3Q==
+  dependencies:
+    js-tokens "^3.0.0 || ^4.0.0"
+
 lru-cache@^6.0.0:
   version "6.0.0"
   resolved "https://registry.yarnpkg.com/lru-cache/-/lru-cache-6.0.0.tgz#6d6fe6570ebd96aaf90fcad1dafa3b2566db3a94"
@@ -750,6 +762,15 @@ process-nextick-args@~2.0.0:
   resolved "https://registry.yarnpkg.com/process-nextick-args/-/process-nextick-args-2.0.1.tgz#7820d9b16120cc55ca9ae7792680ae7dba6d7fe2"
   integrity sha512-3ouUOpQhtgrbOa17J7+uxOTpITYWaGP7/AhoR3+A+/1e9skrzelGi/dXzEYyvbxubEF6Wn2ypscTKiKJFFn1ag==
 
+prop-types@^15.5.10:
+  version "15.8.1"
+  resolved "https://registry.yarnpkg.com/prop-types/-/prop-types-15.8.1.tgz#67d87bf1a694f48435cf332c24af10214a3140b5"
+  integrity sha512-oj87CgZICdulUohogVAR7AjlC0327U4el4L6eAvOqCeudMDVU0NThNaV+b9Df4dXgSP1gXMTnPdhfe/2qDH5cg==
+  dependencies:
+    loose-envify "^1.4.0"
+    object-assign "^4.1.1"
+    react-is "^16.13.1"
+
 proxy-addr@~2.0.7:
   version "2.0.7"
   resolved "https://registry.yarnpkg.com/proxy-addr/-/proxy-addr-2.0.7.tgz#f19fe69ceab311eeb94b42e70e8c2070f9ba1025"
@@ -800,6 +821,24 @@ raw-body@2.5.2:
     iconv-lite "0.4.24"
     unpipe "1.0.0"
 
+react-ga@^2.2.0:
+  version "2.7.0"
+  resolved "https://registry.yarnpkg.com/react-ga/-/react-ga-2.7.0.tgz#24328f157f31e8cffbf4de74a3396536679d8d7c"
+  integrity sha512-AjC7UOZMvygrWTc2hKxTDvlMXEtbmA0IgJjmkhgmQQ3RkXrWR11xEagLGFGaNyaPnmg24oaIiaNPnEoftUhfXA==
+
+react-is@^16.13.1:
+  version "16.13.1"
+  resolved "https://registry.yarnpkg.com/react-is/-/react-is-16.13.1.tgz#789729a4dc36de2999dc156dd6c1d9c18cea56a4"
+  integrity sha512-24e6ynE2H+OKt4kqsOvNd8kBpV65zoxbA4BVsEOB3ARVWQki/DHzaUoC5KuON/BiccDaCCTZBuOcfZs70kR8bQ==
+
+react-mic@^12.4.6:
+  version "12.4.6"
+  resolved "https://registry.yarnpkg.com/react-mic/-/react-mic-12.4.6.tgz#e66ca4e1074ebfd26f6972f26ba2d99d85fd3bc2"
+  integrity sha512-2/DZoz7thR2nJyekF10zBvs/7a8HhUQ4L8MV6BpC+Q/T8G1MvpRHGSHjSlVtnbzaCMDJ3R1MdThoLu15WuVh/g==
+  dependencies:
+    prop-types "^15.5.10"
+    react-ga "^2.2.0"
+
 readable-stream@^2.2.2:
   version "2.3.8"
   resolved "https://registry.yarnpkg.com/readable-stream/-/readable-stream-2.3.8.tgz#91125e8042bba1b9887f49345f6277027ce8be9b"

Project/Backend/Server_Python/controllers/translate_controler.py

@@ -11,9 +11,11 @@ from utils import mappings
 router = APIRouter()
 logger = setup_logger()
 
+
 class ImageRequest(BaseModel):
     image: UploadFile
 
+
 # Load your Keras model
 # model = tf.keras.models.load_model('../ML_Models/sign_language_to_text/models/sign_language_model.h5')
 model= None
@@ -29,7 +31,6 @@ prediction_service = SignLanguagePredictionService(model, CLASSES, mappings,spee
 @router.post("/upload/video", tags=["Sign Language"])
 async def upload_video(video: UploadFile = File(...)):
     try:
-  
         file_location = f"files/{video.filename}"
         with open(file_location, "wb") as file:
             file.write(video.file.read())
@@ -69,7 +70,4 @@ def predict_using_video(video_request: UploadFile = File(...), speed: int = Quer
         return prediction_service.predict_sign_language_video_with_speed_levels(video_request, speed=speed)
     except Exception as e:
         logger.info(f"Error. {e}")
-        raise HTTPException(
-            status_code=500,
-            detail="Request Failed."
-        )
+        raise HTTPException(status_code=500, detail="Request Failed.")
\ No newline at end of file

Project/Backend/Server_Python/controllers/video_to_sign_language_controller.py

+from datetime import datetime
+import moviepy.editor as mp
+import requests
+import speech_recognition as sr
+from fastapi import APIRouter, File, HTTPException, UploadFile
+from fastapi.responses import JSONResponse
+from pymongo.mongo_client import MongoClient
+
+from core.logger import setup_logger
+
+# Replace with your MongoDB Atlas credentials
+username = "admin"
+password = "JppbU6MZeHfOj7sp"
+uri = f"mongodb+srv://{username}:{password}@researchmanagement-appl.vzhn4.mongodb.net/?retryWrites=true&w=majority"
+
+client = MongoClient(uri)
+db = client["test"]
+items_collection = db["translated_items"]
+items_collection_log = db["translated_items_log"]
+
+
+TEMP_VIDEO_PATH = "C:/Users/himashara/Documents/SLIIT/1 SEMESTER/Research Project - IT4010/Research Project/2023-029/Project/Backend/Server_Python/resources/temp_video.mp4"
+AUDIO_SAVE_PATH = "C:/Users/himashara/Documents/SLIIT/1 SEMESTER/Research Project - IT4010/Research Project/2023-029/Project/Backend/Server_Python/resources/audio.wav"
+
+router = APIRouter()
+logger = setup_logger()
+
+
+@router.post("/rest_pyton/uploaded_video")
+async def uploaded_video(file: UploadFile = File(...)):
+    try:
+        # Process the uploaded video
+        video_content = await file.read()
+        temp_video_path = TEMP_VIDEO_PATH
+        with open(temp_video_path, "wb") as temp_video_file:
+            temp_video_file.write(video_content)
+
+        audio_save_path = AUDIO_SAVE_PATH
+        video = mp.VideoFileClip(temp_video_path)
+        audio = video.audio
+        audio.write_audiofile(audio_save_path)
+
+        r = sr.Recognizer()
+        with sr.AudioFile(audio_save_path) as source:
+            audio = r.record(source)
+
+        recognized_text = r.recognize_google(audio, language="si-LK")
+        translated_text_si = translate_text(recognized_text, "si")
+        translated_text_en = translate_text(recognized_text, "en")
+
+        translated_integer_si = " ".join(
+            str(unicode_to_int_mapping.get(word, "0"))
+            for word in translated_text_si.split()
+        )
+        print("Translated Integer (Si):", translated_integer_si)
+
+        # Send translated integer to MongoDB
+        send_to_mongodb(translated_integer_si)
+
+        return JSONResponse(
+            content={
+                "translated_text_si": translated_text_si,
+                "translated_text_en": translated_text_en,
+            }
+        )
+        # return JSONResponse(content={"translated_text_si": "test"})
+    except Exception as e:
+        return JSONResponse(content={"error": str(e)}, status_code=500)
+
+
+unicode_to_int_mapping = {"මම": 1, "හෙට": 2, "යනවා": 3, "මං": 4}
+
+
+def translate_text(text, target_language):
+    url = "https://translate.googleapis.com/translate_a/single"
+    params = {
+        "client": "gtx",
+        "sl": "auto",
+        "tl": target_language,
+        "dt": "t",
+        "q": text,
+    }
+    response = requests.get(url, params=params)
+    translation_data = response.json()
+    translated_text = translation_data[0][0][0]
+    return translated_text
+
+
+# v1
+# def send_to_mongodb(translated_integer_si):
+#     translated_item_data = {
+#         "translated_integer_si": translated_integer_si,
+#         "timestamp": datetime.utcnow(),
+#     }
+#     result = items_collection.insert_one(translated_item_data)
+#     if not result.inserted_id:
+#         raise HTTPException(status_code=500, detail="Failed to create translated item")
+
+
+# v2
+# def send_to_mongodb(translated_integer_si):
+#     translated_item_data = {
+#         "translated_integer_si": translated_integer_si,
+#         "timestamp": datetime.utcnow(),
+#     }
+
+#     # Save the previous record to the log before updating
+#     existing_record = items_collection.find_one()
+#     if existing_record:
+#         items_collection_log = db["translated_items_log"]
+#         items_collection_log.insert_one(existing_record)
+
+#     # Update the existing record or create a new one
+#     result = items_collection.replace_one({}, translated_item_data, upsert=True)
+
+#     if result.matched_count == 0 and result.modified_count == 0:
+#         raise HTTPException(
+#             status_code=500, detail="Failed to update or create translated item"
+#         )
+
+
+# v3
+def send_to_mongodb(translated_integer_si):
+    translated_item_data = {
+        "translated_integer_si": translated_integer_si,
+        "timestamp": datetime.utcnow(),
+    }
+
+    # Save the previous record to the log before updating
+    existing_record = items_collection.find_one()
+    if existing_record:
+        items_collection_log = db["translated_items_log"]
+        # Exclude the _id field to allow MongoDB to generate a new one
+        existing_record.pop("_id", None)
+        items_collection_log.insert_one(existing_record)
+
+    # Update the existing record or create a new one
+    result = items_collection.replace_one({}, translated_item_data, upsert=True)
+
+    if result.matched_count == 0 and result.modified_count == 0:
+        raise HTTPException(
+            status_code=500, detail="Failed to update or create translated item"
+        )

Project/Backend/Server_Python/controllers/video_translate_server.py.bkp

+from fastapi import FastAPI, HTTPException
+from pymongo.mongo_client import MongoClient
+from pydantic import BaseModel
+from typing import List
+from bson import ObjectId
+from datetime import datetime
+
+app = FastAPI()
+
+# Replace with your MongoDB Atlas credentials
+username = "admin"
+password = "JppbU6MZeHfOj7sp"
+uri = f"mongodb+srv://{username}:{password}@researchmanagement-appl.vzhn4.mongodb.net/?retryWrites=true&w=majority"
+
+client = MongoClient(uri)
+db = client["test"]
+items_collection = db["translated_items"]
+
+
+class ItemCreate(BaseModel):
+    item_name: str
+    item_description: str
+
+
+class Item(BaseModel):
+    item_name: str
+    item_description: str
+    _id: str
+
+
+class TranslatedItemCreate(BaseModel):
+    translated_integer_si: str
+
+
+@app.on_event("startup")
+async def startup_db_client():
+    app.mongodb_client = MongoClient(uri)
+    try:
+        app.mongodb_client.admin.command("ping")
+        print("Pinged your deployment. You successfully connected to MongoDB!")
+    except Exception as e:
+        print(e)
+
+
+@app.on_event("shutdown")
+async def shutdown_db_client():
+    app.mongodb_client.close()
+
+
+@app.get("/")
+async def read_root():
+    return {"message": "FastAPI with MongoDB integration"}
+
+
+# send tranlated integer to mongodb
+@app.post("/translated_items/", response_model=TranslatedItemCreate)
+async def create_translated_item(translated_item_create: TranslatedItemCreate):
+    translated_item_data = {
+        "translated_integer_si": translated_item_create.translated_integer_si,
+        "timestamp": datetime.utcnow(),
+    }
+    result = items_collection.insert_one(translated_item_data)
+    if result.inserted_id:
+        # return translated_item_data
+        return {**translated_item_data, "_id": str(result.inserted_id)}
+    else:
+        raise HTTPException(status_code=500, detail="Failed to create translated item")
+
+
+@app.put("/items/{item_id}", response_model=Item)
+async def update_item(item_id: str, item_update: ItemCreate):
+    item_object_id = ObjectId(item_id)  # Convert item_id to ObjectId
+    update_data = {
+        "item_name": item_update.item_name,
+        "item_description": item_update.item_description,
+    }
+    result = items_collection.update_one({"_id": item_object_id}, {"$set": update_data})
+    if result.modified_count > 0:
+        updated_item = items_collection.find_one({"_id": item_object_id})
+        return {**updated_item, "_id": str(updated_item["_id"])}
+    else:
+        raise HTTPException(status_code=404, detail="Item not found")
+
+
+@app.get("/items/", response_model=List[Item])
+async def get_all_items():
+    items = list(items_collection.find())
+    items_with_string_id = [{**item, "_id": str(item["_id"])} for item in items]
+    print(items_with_string_id)
+    return items_with_string_id
+
+
+if __name__ == "__main__":
+    import uvicorn
+
+    uvicorn.run(app, host="127.0.0.1", port=8000)

Project/Backend/Server_Python/main.py

 from fastapi import FastAPI
-from controllers import translate_controler, users_controller
+from controllers import translate_controler, users_controller, video_to_sign_language_controller
 from fastapi.responses import RedirectResponse
 from fastapi.middleware.cors import CORSMiddleware
+from pymongo.mongo_client import MongoClient
 
 from core.logger import setup_logger
  
+app = FastAPI()
+
+# Replace with your MongoDB Atlas credentials
+username = "admin"
+password = "JppbU6MZeHfOj7sp"
+uri = f"mongodb+srv://{username}:{password}@researchmanagement-appl.vzhn4.mongodb.net/?retryWrites=true&w=majority"
+
+client = MongoClient(uri)
+db = client["test"]
+items_collection = db["translated_items"]
+
+
+@app.on_event("startup")
+async def startup_db_client():
+    app.mongodb_client = MongoClient(uri)
+    try:
+        app.mongodb_client.admin.command("ping")
+        print("Pinged your deployment. You successfully connected to MongoDB!")
+    except Exception as e:
+        print(e)
+
+
+@app.on_event("shutdown")
+async def shutdown_db_client():
+    app.mongodb_client.close()
 
 
-app = FastAPI()
 
 logger = setup_logger()
 
 app.include_router(users_controller.router)
 app.include_router(translate_controler.router)
+app.include_router(video_to_sign_language_controller.router)
 
 
 # Add cores middleware
@@ -21,6 +47,7 @@ origins = [
     "http://localhost:8080",
     "http://localhost:8004",
     "http://localhost:3000",
+     "http://127.0.0.1:8000"
 ]
 
 app.add_middleware(CORSMiddleware,

Project/Backend/Server_Python/requirements.txt

@@ -3,3 +3,7 @@ uvicorn
 python-multipart==0.0.6
 tensorflow==2.12.0
 opencv-python==4.7.0.72
+moviepy==1.0.3
+SpeechRecognition==3.10.0
+tk==0.1.0
+requests==2.31.0
\ No newline at end of file

Project/Frontend/SignConnectPlus/package.json

@@ -110,7 +110,11 @@
     "util": "^0.12.5",
     "uuid": "^9.0.0",
     "web-vitals": "^3.3.1",
-    "yup": "^1.1.1"
+    "yup": "^1.1.1",
+    "@material-ui/core": "^4.12.4", 
+    "@mui/icons-material": "^5.14.6", 
+    "react-material-file-upload": "^0.0.4", 
+    "react-webcam": "^7.1.1"
   },
   "scripts": {
     "start": "react-app-rewired start",

Project/Frontend/SignConnectPlus/src/data/status.ts

+export interface StatusType {
+    id: number
+    code: string
+    description: string
+}
+
+// ==============================|| DATA - Status ||============================== //
+
+const status: readonly StatusType[] = [ 
+    { id: 1, code: "Active", description: "Active" },
+    { id: 2, code: "New", description: "New" },
+    { id: 3, code: "Pending", description: "Pending" },
+    { id: 4, code: "Hold", description: "Hold" },
+    { id: 5, code: "Rejected", description: "Rejected" },
+];
+
+export default status;

Project/Frontend/SignConnectPlus/src/data/taskItems.ts

+import { taskItemType } from "types/taskItem";
+
+export const taskItems: taskItemType[] = [
+    {
+        "_id": "1",
+        "title": "Learn Number One",
+        "description": "In this lesson, you will learn how to sign the number one. Understanding this basic sign is crucial for counting and expressing singular items or concepts in sign language. Practice the hand shape, movement, and facial expression associated with the sign to improve your fluency.",
+        "howToDo": [
+            "- Extend your index finger straight up.",
+            "- Keep the rest of your fingers closed.",
+            "- Hold your hand in front of your chest."
+        ],
+        "referenceImage": "https://drive.google.com/uc?export=view&id=17sHGfW9zip8xAwbRtUihzxkseKq-Qn7q",
+        "referenceVideo": "https://example.com/number_seven_video.mp4",
+        "taskItemMark": 10
+    },
+    {
+        "_id": "2",
+        "title": "Learn Number Two",
+        "description": "In this lesson, you will learn how to sign the number two. Mastering this sign is essential for counting and expressing pairs or dual concepts in sign language. Pay attention to the hand shape, movement, and facial expression involved in signing the number two to enhance your signing skills.",
+        "howToDo": [
+            "- Extend your index and middle fingers straight up.",
+            "- Keep the rest of your fingers closed.",
+            "- Hold your hand in front of your chest."],
+        "referenceImage": "https://drive.google.com/uc?export=view&id=1Nm-we15Rrr04ovRC1sr-ZVMNHbnALRm2",
+        "referenceVideo": "https://example.com/number_seven_video.mp4",
+        "taskItemMark": 10
+    },
+    {
+        "_id": "3",
+        "title": "Learn Number Three",
+        "description": "In this lesson, you will learn how to sign the number three in sign language. Mastering this sign is essential for expressing the quantity or position of three items. Pay attention to the hand shape, movement, and facial expression involved in signing the number three to enhance your signing skills.",
+        "howToDo": [
+            "- Extend your index, middle, and ring fingers straight up.",
+            "- Keep the rest of your fingers closed.",
+            "- Hold your hand in front of your chest."
+        ],
+        "referenceImage": "https://drive.google.com/uc?export=view&id=1mKY8D1utbqm8flnNM7DZRKtuPQDXqFSm",
+        "referenceVideo": "https://example.com/number_seven_video.mp4",
+        "taskItemMark": 10
+    },
+    {
+        "_id": "4",
+        "title": "Learn Number Four",
+        "description": "In this lesson, you will learn how to sign the number four in sign language. This sign is commonly used for counting or indicating the quantity or position of four items. Focus on the hand shape, movement, and expression to accurately convey the number four in sign language.",
+        "howToDo": [
+            "- Extend your thumb, index, middle, and ring fingers straight up.",
+            "- Keep your pinky finger folded.",
+            "- Hold your hand in front of your chest."
+        ],
+        "referenceImage": "https://drive.google.com/uc?export=view&id=1VtbHehsxbOC04fVR6_Ca6HDv6csH17SJ",
+        "referenceVideo": "https://example.com/number_seven_video.mp4",
+        "taskItemMark": 10
+
+    },
+    {
+        "_id": "5",
+        "title": "Learn Number Five",
+        "description": "In this lesson, you will learn how to sign the number five in sign language. Mastering this sign is crucial for counting, expressing quantities, or representing the concept of five. Practice the hand shape, movement, and facial expression to effectively communicate the number five in sign language.",
+        "howToDo": [
+            "- Extend all your fingers straight up.",
+            "- Keep your thumb resting on the side of your palm.",
+            "- Hold your hand in front of your chest."
+        ],
+        "referenceImage": "https://drive.google.com/uc?export=view&id=1G6qx4dhHTKUPvNag0R3qlDJugNOgcTqM",
+        "referenceVideo": "https://example.com/number_seven_video.mp4",
+        "taskItemMark": 10
+    },
+    {
+        "_id": "6",
+        "title": "Learn Number Six",
+        "description": "In this lesson, you will learn how to sign the number six in sign language. This sign is commonly used for counting, indicating quantities, or representing the concept of six. Pay attention to the hand shape, movement, and expression involved in signing the number six to enhance your signing proficiency.",
+        "howToDo": [
+            "- Extend your thumb and pinky finger straight up.",
+            "- Keep the rest of your fingers closed.",
+            "- Hold your hand in front of your chest."
+        ],
+        "referenceImage": "https://drive.google.com/uc?export=view&id=1Q2TbcPTx8KuLp4v2mPL_7GHO0l52DZXw",
+        "referenceVideo": "https://example.com/number_seven_video.mp4",
+        "taskItemMark": 10
+    },
+    {
+        "_id": "7",
+        "title": "Learn Number Seven",
+        "description": "In this lesson, you will learn how to sign the number seven in sign language. Mastering this sign is essential for counting, expressing quantities, or representing the concept of seven. Focus on the hand shape, movement, and facial expression to accurately convey the number seven in sign language.",
+        "howToDo": [
+            "- Extend your index, middle, and ring fingers straight up.",
+            "- Keep your thumb, pinky, and pinky finger folded.",
+            "- Hold your hand in front of your chest."
+        ],
+        "referenceImage": "https://drive.google.com/uc?export=view&id=1Jwt1TqXO1L7t3JFqQYzKL4S4GCuqULJ1",
+        "referenceVideo": "https://example.com/number_seven_video.mp4",
+        "taskItemMark": 10
+    },
+    {
+        "_id": "8",
+        "title": "Learn Number Eight",
+        "description": "In this lesson, you will learn how to sign the number eight in sign language. This sign is commonly used for counting, indicating quantities, or representing the concept of eight. Practice the hand shape, movement, and expression to effectively communicate the number eight in sign language.",
+        "howToDo": [
+            "- Extend all your fingers straight up.",
+            "- Cross your index and middle fingers over your ring and pinky fingers.",
+            "- Hold your hand in front of your chest."
+        ],
+        "referenceImage": "https://drive.google.com/uc?export=view&id=1zSf4hmqIUCcfebgoD6DTWmJ3NxY36LJL",
+        "referenceVideo": "https://example.com/number_seven_video.mp4",
+        "taskItemMark": 10
+    },
+    {
+        "_id": "9",
+        "title": "Learn Number Nine",
+        "description": "In this lesson, you will learn how to sign the number nine in sign language. Mastering this sign is crucial for counting, expressing quantities, or representing the concept of nine. Pay attention to the hand shape, movement, and expression involved in signing the number nine to enhance your signing proficiency.",
+        "howToDo": [
+            "- Extend your thumb and all your fingers straight up.",
+            "- Keep your pinky finger folded.",
+            "- Hold your hand in front of your chest."
+        ],
+        "referenceImage": "https://drive.google.com/uc?export=view&id=16WB1Ifhq_ozKOO-ehfIqVRB6oC3B5STw",
+        "referenceVideo": "https://example.com/number_seven_video.mp4",
+        "taskItemMark": 10
+    },
+    {
+        "_id": "10",
+        "title": "Learn Number Ten",
+        "description": "In this lesson, you will learn how to sign the number ten in sign language. This sign is commonly used for counting, indicating quantities, or representing the concept of ten. Focus on the hand shape, movement, and facial expression to accurately convey the number ten in sign language.",
+        "howToDo": [
+            "- Extend your thumb, index, and middle fingers straight up.",
+            "- Keep the rest of your fingers closed.",
+            "- Hold your hand in front of your chest."
+        ],
+        "referenceImage": "https://drive.google.com/uc?export=view&id=11tCYFYjdVrr5LIFGyzOrIUg8bTURATZh",
+        "referenceVideo": "https://example.com/number_seven_video.mp4",
+        "taskItemMark": 10
+    }
+]
\ No newline at end of file

Project/Frontend/SignConnectPlus/src/layout/MainLayout/Header/HeaderContent/index.tsx

@@ -10,7 +10,7 @@ import Message from './Message';
 import Notification from './Notification';
 import Profile from './Profile';
 import Search from './Search';
-// import Customization from './Customization';
+import Customization from './Customization';
 import MobileSection from './MobileSection';
 // import MegaMenuSection from './MegaMenuSection';
 
@@ -42,7 +42,7 @@ const HeaderContent = () => {
 
       <Notification />
       <Message />
-      {/* <Customization /> */}
+      <Customization />
       {!downLG && <Profile />}
       {downLG && <MobileSection />}
     </>

Project/Frontend/SignConnectPlus/src/menu-items/application.tsx

@@ -3,19 +3,20 @@ import { FormattedMessage } from 'react-intl';
 
 // assets
 import {
+  AudioOutlined,
   BookOutlined,
   CarryOutOutlined,
   CreditCardOutlined,
+  FastForwardOutlined,
   FileTextOutlined,
   LoginOutlined,
+  RedditOutlined,
   RocketOutlined,
   ShoppingOutlined,
   TeamOutlined,
   TranslationOutlined,
   UserOutlined,
-  AudioOutlined,
   VideoCameraOutlined,
-  RedditOutlined, 
 } from '@ant-design/icons';
 
 // type
@@ -33,9 +34,10 @@ const icons = {
   RocketOutlined,
   BookOutlined,
   TranslationOutlined,
-  AudioOutlined,
-  VideoCameraOutlined,
+  FastForwardOutlined,
   RedditOutlined,
+  AudioOutlined,
+  VideoCameraOutlined
 };
 
 // ==============================|| MENU ITEMS - SUPPORT ||============================== //
@@ -80,6 +82,20 @@ const application: NavItemType = {
       icon: icons.TranslationOutlined,
       url: '/ssl-translate/process',
     },
+    {
+      id: 'video-to-sign-language',
+      title: <FormattedMessage id="video-to-sign-language" />,
+      type: 'collapse',
+      icon: icons.RedditOutlined,
+      children: [
+        {
+          id: 'video-translate',
+          title: <FormattedMessage id="video-translate" />,
+          type: 'item',
+          url: '/video-to-sign-language/VideoTranslate',
+        }
+      ]
+    },
     {
       id: 'emotion-detection',
       title: <FormattedMessage id="emotion-detection" />,
@@ -137,6 +153,12 @@ const application: NavItemType = {
           type: 'item',
           url: '/learning-management/curriculums-subscribed',
         },
+        {
+          id: 'learning-curriculums-subscribed-tutorial',
+          title: <FormattedMessage id="learning-curriculums-subscribed-tutorial" />,
+          type: 'item',
+          url: '/learning-management/curriculums-subscribed-tutorial',
+        },
         {
           id: 'learning-lead-board',
           title: <FormattedMessage id="learning-lead-board" />,

Project/Frontend/SignConnectPlus/src/pages/learning-management/learning-curriculums-subscribed/list/list.tsx

+import { useEffect, useState } from 'react';
 
 // material-ui
-
-// third-party
+import {
+    Accordion, AccordionDetails, AccordionSummary,
+    Box,
+    FormControl,
+    Grid,
+    MenuItem,
+    Pagination,
+    Select,
+    SelectChangeEvent,
+    Slide,
+    Stack,
+    Theme,
+    Typography,
+    useMediaQuery
+} from '@mui/material';
+import { useTheme } from '@mui/material/styles';
 
 // project import
-import MainCard from 'components/MainCard';
-import ScrollX from 'components/ScrollX';
+import usePagination from 'hooks/usePagination';
+import { GlobalFilter } from 'utils/react-table';
 
+// types
 
 // assets
-
-//types
-
+import { BookOutlined } from '@ant-design/icons';
+import { userProgress } from 'data/userProgress';
+import CurriculumSection from 'sections/learning-management/learning-curriculums-subscribed/CurriculumSection';
+import EmptyCurriculumCard from 'sections/learning-management/learning-curriculums-subscribed/skeleton/EmptyCurriculumCard';
+import { curriculumTypeUserProgress, userProgressType } from 'types/userProgress';
 
 // ==============================|| List ||============================== //
 
+const allColumns = [
+    {
+        id: 1,
+        header: 'Default'
+    },
+    {
+        id: 2,
+        header: 'Title'
+    }
+];
+
 const List = () => {
+    const theme = useTheme();
+
+    const [data, setData] = useState<userProgressType["curriculums"]>([])
+
+    const matchDownSM = useMediaQuery((theme: Theme) => theme.breakpoints.down('sm'));
+
+    const [curriculumsData, setCurriculumsData] = useState<userProgressType["curriculums"]>([]);
+    const [sortBy, setSortBy] = useState('Default');
+    const [globalFilter, setGlobalFilter] = useState('');
+    const [page, setPage] = useState(1);
+
+    const handleChange = (event: SelectChangeEvent) => {
+        setSortBy(event.target.value as string);
+    };
+
+    // search
+    useEffect(() => {
+        const newData = data?.filter((value: any) => {
+            if (globalFilter) {
+                return value.curriculumTitle.toLowerCase().includes(globalFilter.toLowerCase());
+            } else {
+                return value;
+            }
+        });
+
+        setCurriculumsData(newData);
+    }, [globalFilter, data]);
+
+    const PER_PAGE = 6;
+
+    const count = Math.ceil(curriculumsData?.length! / PER_PAGE);
+    const _DATA = usePagination(curriculumsData, PER_PAGE);
+
+    const handleChangePage = (e: any, p: any) => {
+        setPage(p);
+        _DATA.jump(p);
+    };
+
+    useEffect(() => {
+        setData(userProgress.curriculums)
+    }, [])
+
+    const [expanded, setExpanded] = useState<string | false>('panel0');
+
+    const handleAccordionChange = (panel: string) => (event: React.SyntheticEvent, newExpanded: boolean) => {
+        setExpanded(newExpanded ? panel : false);
+    };
+
+    return (
+        <>
+            <Box sx={{ position: 'relative', marginBottom: 3 }}>
+                <Stack direction="row" alignItems="center">
+                    <Stack
+                        direction={matchDownSM ? 'column' : 'row'}
+                        sx={{ width: '100%' }}
+                        spacing={1}
+                        justifyContent="space-between"
+                        alignItems="center"
+                    >
+                        {/* @ts-ignore */}
+                        <GlobalFilter preGlobalFilteredRows={data} globalFilter={globalFilter} setGlobalFilter={setGlobalFilter} />
+                        <Stack direction={matchDownSM ? 'column' : 'row'} alignItems="center" spacing={1}>
+                            <FormControl sx={{ m: 1, minWidth: 120 }}>
+                                <Select
+                                    value={sortBy}
+                                    onChange={handleChange}
+                                    displayEmpty
+                                    inputProps={{ 'aria-label': 'Without label' }}
+                                    renderValue={(selected) => {
+                                        if (!selected) {
+                                            return <Typography variant="subtitle1">Sort By</Typography>;
+                                        }
+
+                                        return <Typography variant="subtitle2">Sort by ({sortBy})</Typography>;
+                                    }}
+                                >
+                                    {allColumns.map((column) => {
                                         return (
-        <MainCard content={false}>
-            <ScrollX> 
-            </ScrollX>
-        </MainCard>
+                                            <MenuItem key={column.id} value={column.header}>
+                                                {column.header}
+                                            </MenuItem>
+                                        );
+                                    })}
+                                </Select>
+                            </FormControl>
+                        </Stack>
+                    </Stack>
+                </Stack>
+            </Box>
+            <Grid container spacing={3}>
+                {curriculumsData?.length! > 0 ? (
+                    _DATA
+                        .currentData()
+                        .sort(function (a: any, b: any) {
+                            if (sortBy === 'Title') return a.curriculumTitle.localeCompare(b.curriculumTitle);
+                            return a;
+                        })
+                        .map((curriculum: curriculumTypeUserProgress, index: number) => (
+                            <Slide key={index} direction="up" in={true} timeout={50}>
+                                <Grid item xs={12} sm={12} lg={12}>
+                                    <Box
+                                        sx={{
+                                            '& .MuiAccordion-root': {
+                                                borderColor: theme.palette.divider,
+                                                '& .MuiAccordionSummary-root': {
+                                                    bgcolor: 'transparent',
+                                                    flexDirection: 'row',
+                                                    '&:focus-visible': {
+                                                        bgcolor: 'primary.lighter'
+                                                    }
+                                                },
+                                                '& .MuiAccordionDetails-root': {
+                                                    borderColor: theme.palette.divider
+                                                },
+                                                '& .Mui-expanded': {
+                                                    color: theme.palette.primary.main
+                                                }
+                                            }
+                                        }}
+                                    >
+                                        <Accordion expanded={expanded === `panel${index}`} onChange={handleAccordionChange(`panel${index}`)}>
+                                            <AccordionSummary aria-controls={`panel${index}d-content`} id={`panel${index}d-header`}>
+                                                <Stack direction="row" spacing={1.5} alignItems="center">
+                                                    <BookOutlined style={{ fontSize: '26px' }} />
+                                                    <Typography variant="h4">{curriculum.curriculumTitle}</Typography>
+                                                </Stack>
+                                            </AccordionSummary>
+                                            <AccordionDetails>
+                                                <CurriculumSection curriculum={curriculum} />
+                                            </AccordionDetails>
+                                        </Accordion>
+                                    </Box>
+                                </Grid>
+                            </Slide>
+                        ))
+                ) : (
+                    <EmptyCurriculumCard title={'System have no curriculumsData yet.'} />
+                )}
+            </Grid>
+            <Stack spacing={2} sx={{ p: 2.5 }} alignItems="flex-end">
+                <Pagination
+                    count={count}
+                    size="medium"
+                    page={page}
+                    showFirstButton
+                    showLastButton
+                    variant="combined"
+                    color="primary"
+                    onChange={handleChangePage}
+                />
+            </Stack>
+        </>
     )
 }
 

Project/Frontend/SignConnectPlus/src/pages/learning-management/learning-curriculums-subscribed/tutorial/types/types.tsx

+import { taskItemTypeUserProgress } from "types/userProgress";
+
+export interface selectedItemContentProps extends taskItemTypeUserProgress {
+    userId: string
+    curriculumCode: string
+    tutorialCode: string
+}
+
+export interface selectedCommonDataProps {
+    userId: string
+    curriculumCode: string
+    tutorialCode: string
+    title: string
+}
\ No newline at end of file

Project/Frontend/SignConnectPlus/src/pages/learning-management/learning-curriculums/list/list.tsx

@@ -21,12 +21,13 @@ import {
 import usePagination from 'hooks/usePagination';
 import CurriculumCard from 'sections/learning-management/learning-curriculums/CurriculumCard';
 import EmptyCurriculumCard from 'sections/learning-management/learning-curriculums/skeleton/EmptyCurriculumCard';
+import { curriculumType } from 'types/curriculum';
 import { GlobalFilter } from 'utils/react-table';
-import { dataProps } from './types/types';
 
 // types
 
 // assets
+import { curriculums } from 'data/curriculums';
 
 // ==============================|| List ||============================== //
 
@@ -37,64 +38,18 @@ const allColumns = [
     },
     {
         id: 2,
-        header: 'Code'
-    },
-    {
-        id: 3,
-        header: 'Name'
-    },
-    {
-        id: 4,
-        header: 'Level'
-    },
-    {
-        id: 5,
-        header: 'Status'
+        header: 'Title'
     }
 ];
 
 const List = () => {
-    const data: dataProps[] = [
-        {
-            "_id": "1",
-            "curriculumCode": "01",
-            "curriculumLevel": 1,
-            "curriculumDescription": "This curriculum teaches basic sign language skills to help beginners communicate effectively using sign language.",
-            "curriculumName": "Learn Basic Sign Language Skills",
-            "curriculumImage": "https://drive.google.com/uc?export=view&id=1YACBlu7X-O7-DKv5DoW3AM9kgfT7Yhdc",
-            "tutorials": [],
-            "status": 1,
-            "createdAt": new Date("2023-08-30T12:00:00Z"),
-        },
-        {
-            "_id": "2",
-            "curriculumCode": "02",
-            "curriculumLevel": 2,
-            "curriculumName": "Learn Intermediate Sign Language Skills",
-            "curriculumDescription": "This curriculum focuses on building intermediate sign language skills, allowing learners to engage in more complex conversations and interactions using sign language.",
-            "curriculumImage": "https://drive.google.com/uc?export=view&id=1YACBlu7X-O7-DKv5DoW3AM9kgfT7Yhdc",
-            "tutorials": [],
-            "status": 1,
-            "createdAt": new Date("2023-08-30T12:00:00Z"),
-        },
-        {
-            "_id": "3",
-            "curriculumCode": "03",
-            "curriculumLevel": 3,
-            "curriculumName": "Learn Advance Sign Language Skills",
-            "curriculumDescription": "This curriculum is designed for those who already have a solid foundation in sign language. It covers advanced topics, nuances, and cultural aspects of sign language communication.",
-            "curriculumImage": "https://drive.google.com/uc?export=view&id=1YACBlu7X-O7-DKv5DoW3AM9kgfT7Yhdc",
-            "tutorials": [],
-            "status": 1,
-            "createdAt": new Date("2023-08-30T12:00:00Z"),
-        }
-    ]
+    const [data, setData] = useState<curriculumType[]>([])
 
     const matchDownSM = useMediaQuery((theme: Theme) => theme.breakpoints.down('sm'));
 
+    const [curriculumsData, setCurriculumsData] = useState<curriculumType[]>([]);
     const [sortBy, setSortBy] = useState('Default');
     const [globalFilter, setGlobalFilter] = useState('');
-    const [curriculumCard, setCurriculumCard] = useState<dataProps[]>([]);
     const [page, setPage] = useState(1);
 
     const handleChange = (event: SelectChangeEvent) => {
@@ -105,27 +60,29 @@ const List = () => {
     useEffect(() => {
         const newData = data.filter((value: any) => {
             if (globalFilter) {
-                return value.curriculumName.toLowerCase().includes(globalFilter.toLowerCase());
+                return value.curriculumTitle.toLowerCase().includes(globalFilter.toLowerCase());
             } else {
                 return value;
             }
         });
 
-        console.log(newData.length);
-
-        setCurriculumCard(newData);
-    }, [globalFilter]);
+        setCurriculumsData(newData);
+    }, [globalFilter, data]);
 
     const PER_PAGE = 6;
 
-    const count = Math.ceil(curriculumCard.length / PER_PAGE);
-    const _DATA = usePagination(curriculumCard, PER_PAGE);
+    const count = Math.ceil(curriculumsData.length / PER_PAGE);
+    const _DATA = usePagination(curriculumsData, PER_PAGE);
 
     const handleChangePage = (e: any, p: any) => {
         setPage(p);
         _DATA.jump(p);
     };
 
+    useEffect(() => {
+        setData(curriculums)
+    }, [])
+
     return (
         <>
             <Box sx={{ position: 'relative', marginBottom: 3 }}>
@@ -168,19 +125,14 @@ const List = () => {
                 </Stack>
             </Box>
             <Grid container spacing={3}>
-                {curriculumCard.length > 0 ? (
+                {curriculumsData.length > 0 ? (
                     _DATA
                         .currentData()
                         .sort(function (a: any, b: any) {
-                            if (sortBy === 'Customer Name') return a.fatherName.localeCompare(b.fatherName);
-                            if (sortBy === 'Email') return a.email.localeCompare(b.email);
-                            if (sortBy === 'Contact') return a.contact.localeCompare(b.contact);
-                            if (sortBy === 'Age') return b.age < a.age ? 1 : -1;
-                            if (sortBy === 'Country') return a.country.localeCompare(b.country);
-                            if (sortBy === 'Status') return a.status.localeCompare(b.status);
+                            if (sortBy === 'Title') return a.curriculumTitle.localeCompare(b.curriculumTitle);
                             return a;
                         })
-                        .map((curriculum: dataProps, index: number) => (
+                        .map((curriculum: curriculumType, index: number) => (
                             <Slide key={index} direction="up" in={true} timeout={50}>
                                 <Grid item xs={12} sm={6} lg={4}>
                                     <CurriculumCard curriculum={curriculum} />
@@ -188,7 +140,7 @@ const List = () => {
                             </Slide>
                         ))
                 ) : (
-                    <EmptyCurriculumCard title={'System have no curriculums yet.'} />
+                    <EmptyCurriculumCard title={'System have no curriculumsData yet.'} />
                 )}
             </Grid>
             <Stack spacing={2} sx={{ p: 2.5 }} alignItems="flex-end">

Project/Frontend/SignConnectPlus/src/pages/parameter/tutorial-management/list/list.tsx

@@ -124,7 +124,143 @@ const List = () => {
     const theme = useTheme();
 
     // table
-    const data: dataProps[] = []
+    const data: dataProps[] = [
+        {
+            "_id": "",
+            "tutorialCode": "01",
+            "tutorialTitle": "Numbers and Counting in Sign Language",
+            "tutorialDescription": "In this tutorial, you'll discover how to express numbers visually using simple hand gestures. Each number has a unique sign that involves specific finger placements and hand movements. We'll break down each number step by step, providing you with clear instructions, images, and videos to help you learn effectively.",
+            "tutorialImage": "https://drive.google.com/uc?export=view&id=1YACBlu7X-O7-DKv5DoW3AM9kgfT7Yhdc",
+            "taskItems": [
+                {
+                    "_id": "",
+                    "title": "Learn Number One",
+                    "description": "Learn how to sign the number one in sign language.",
+                    "howToDo": "- Extend your index finger straight up.\n- Keep the rest of your fingers closed.\n- Hold your hand in front of your chest.",
+                    "referenceImage": "https://example.com/number_one.jpg",
+                    "referenceVideo": "https://example.com/number_one_video.mp4",
+                    "taskItemMark": 10
+                },
+                {
+                    "_id": "",
+                    "title": "Learn Number Two",
+                    "description": "Learn how to sign the number two in sign language.",
+                    "howToDo": "- Extend your index and middle fingers straight up.\n- Keep the rest of your fingers closed.\n- Hold your hand in front of your chest.",
+                    "referenceImage": "https://example.com/number_two.jpg",
+                    "referenceVideo": "https://example.com/number_two_video.mp4",
+                    "taskItemMark": 10
+                },
+                {
+                    "_id": "",
+                    "title": "Learn Number Three",
+                    "description": "Learn how to sign the number three in sign language.",
+                    "howToDo": "- Extend your index, middle, and ring fingers straight up.\n- Keep the rest of your fingers closed.\n- Hold your hand in front of your chest.",
+                    "referenceImage": "https://example.com/number_three.jpg",
+                    "referenceVideo": "https://example.com/number_three_video.mp4",
+                    "taskItemMark": 10
+                },
+                {
+                    "_id": "",
+                    "title": "Learn Number Four",
+                    "description": "Learn how to sign the number four in sign language.",
+                    "howToDo": "- Extend your thumb, index, middle, and ring fingers straight up.\n- Keep your pinky finger folded.\n- Hold your hand in front of your chest.",
+                    "referenceImage": "https://example.com/number_four.jpg",
+                    "referenceVideo": "https://example.com/number_four_video.mp4",
+                    "taskItemMark": 10
+                },
+                {
+                    "_id": "",
+                    "title": "Learn Number Five",
+                    "description": "Learn how to sign the number five in sign language.",
+                    "howToDo": "- Extend all your fingers straight up.\n- Keep your thumb resting on the side of your palm.\n- Hold your hand in front of your chest.",
+                    "referenceImage": "https://example.com/number_five.jpg",
+                    "referenceVideo": "https://example.com/number_five_video.mp4",
+                    "taskItemMark": 10
+                },
+                {
+                    "_id": "",
+                    "title": "Learn Number Six",
+                    "description": "Learn how to sign the number six in sign language.",
+                    "howToDo": "- Extend your thumb and pinky finger straight up.\n- Keep the rest of your fingers closed.\n- Hold your hand in front of your chest.",
+                    "referenceImage": "https://example.com/number_six.jpg",
+                    "referenceVideo": "https://example.com/number_six_video.mp4",
+                    "taskItemMark": 10
+                },
+                {
+                    "_id": "",
+                    "title": "Learn Number Seven",
+                    "description": "Learn how to sign the number seven in sign language.",
+                    "howToDo": "- Extend your index, middle, and ring fingers straight up.\n- Keep your thumb, pinky, and pinky finger folded.\n- Hold your hand in front of your chest.",
+                    "referenceImage": "https://example.com/number_seven.jpg",
+                    "referenceVideo": "https://example.com/number_seven_video.mp4",
+                    "taskItemMark": 10
+                },
+                {
+                    "_id": "",
+                    "title": "Learn Number Eight",
+                    "description": "Learn how to sign the number eight in sign language.",
+                    "howToDo": "- Extend all your fingers straight up.\n- Cross your index and middle fingers over your ring and pinky fingers.\n- Hold your hand in front of your chest.",
+                    "referenceImage": "https://example.com/number_eight.jpg",
+                    "referenceVideo": "https://example.com/number_eight_video.mp4",
+                    "taskItemMark": 10
+                },
+                {
+                    "_id": "",
+                    "title": "Learn Number Nine",
+                    "description": "Learn how to sign the number nine in sign language.",
+                    "howToDo": "- Extend your thumb and all your fingers straight up.\n- Keep your pinky finger folded.\n- Hold your hand in front of your chest.",
+                    "referenceImage": "https://example.com/number_nine.jpg",
+                    "referenceVideo": "https://example.com/number_nine_video.mp4",
+                    "taskItemMark": 10
+                },
+                {
+                    "_id": "",
+                    "title": "Learn Number Ten",
+                    "description": "Learn how to sign the number ten in sign language.",
+                    "howToDo": "- Extend your thumb, index, and middle fingers straight up.\n- Keep the rest of your fingers closed.\n- Hold your hand in front of your chest.",
+                    "referenceImage": "https://example.com/number_ten.jpg",
+                    "referenceVideo": "https://example.com/number_ten_video.mp4",
+                    "taskItemMark": 10
+                }
+            ],
+            "status": 1,
+            "createdAt": new Date("2023-08-30T12:00:00Z"),
+            "createdBy": "Nuwan Gamage"
+        },
+        {
+            "_id": "",
+            "tutorialCode": "02",
+            "tutorialTitle": "Everyday Vocabulary in Sign Language",
+            "tutorialDescription": "Teach signs for everyday objects and activities, such as eat, drink, sleep, book, pen, etc.\nIntroduce signs for common words used in daily life.\nProvide visual demonstrations and interactive exercises for learners to practice using these signs.",
+            "tutorialImage": "https://drive.google.com/uc?export=view&id=1YACBlu7X-O7-DKv5DoW3AM9kgfT7Yhdc",
+            "taskItems": [],
+            "status": 1,
+            "createdAt": new Date("2023-08-30T12:00:00Z"),
+            "createdBy": "Nuwan Gamage"
+        },
+        {
+            "_id": "",
+            "tutorialCode": "03",
+            "tutorialTitle": "Family Signs in Sign Language",
+            "tutorialDescription": "Teach signs for family members, such as mother, father, sister, brother, etc.\nIntroduce signs for common family-related words, such as family, love, and home.\nProvide visual demonstrations and practice exercises for learners to practice these family signs.",
+            "tutorialImage": "https://drive.google.com/uc?export=view&id=1YACBlu7X-O7-DKv5DoW3AM9kgfT7Yhdc",
+            "taskItems": [],
+            "status": 1,
+            "createdAt": new Date("2023-08-30T12:00:00Z"),
+            "createdBy": "Nuwan Gamage"
+        },
+        {
+            "_id": "",
+            "tutorialCode": "04",
+            "tutorialTitle": "Basic Conversational Phrases in Sign Language",
+            "tutorialDescription": "Teach simple conversational phrases, such as \"What is your name?\" or \"How are you?\"\nIntroduce signs for common question words and phrases.\nProvide visual demonstrations and practice exercises for learners to practice these conversational phrases.",
+            "tutorialImage": "https://drive.google.com/uc?export=view&id=1YACBlu7X-O7-DKv5DoW3AM9kgfT7Yhdc",
+            "taskItems": [],
+            "status": 1,
+            "createdAt": new Date("2023-08-30T12:00:00Z"),
+            "createdBy": "Nuwan Gamage"
+        }
+    ]
 
     const columns = useMemo(
         () =>

Project/Frontend/SignConnectPlus/src/pages/parameter/tutorial-management/list/types/types.tsx

@@ -6,11 +6,11 @@ export interface dataProps {
     tutorialTitle: string;
     tutorialDescription: string;
     tutorialImage: string;
-    status: number;
-    createdBy: string;
-    updatedBy: string;
-    createdAt: Date;
-    updatedAt: Date;
+    status?: number;
+    createdBy?: string;
+    updatedBy?: string;
+    createdAt?: Date;
+    updatedAt?: Date;
     taskItems: taskItemProps[]
 }
 
@@ -41,4 +41,5 @@ export interface taskItemProps {
     howToDo: string;
     referenceImage: string;
     referenceVideo: string;
+    taskItemMark: number;
 }
\ No newline at end of file

Project/Frontend/SignConnectPlus/src/pages/services/SignLanguageToText.js

+import axios from 'axios';
+
+class SignLanguageToTextService {
+  predictSignLanguageVideo(speed, data) {
+    return axios.post(
+      `http://127.0.0.1:8000/predict-sign-language/video/speed_levels?speed=${speed}`,
+      data
+    );
+  }
+}
+
+export default new SignLanguageToTextService();

Project/Frontend/SignConnectPlus/src/pages/services/VideoToSignLanguage.js

+import axios from 'axios';
+
+class VideoToSignLanguage {
+  videoTranslation(data) {
+    return axios.post(
+      // @ts-ignore
+      `http://127.0.0.1:8000/translated_items/`,
+      data
+    ); 
+  }
+}
+
+export default new VideoToSignLanguage();

Project/Frontend/SignConnectPlus/src/pages/video-to-sign-language/VideoTranslate/Video_trasnlator.tsx.bkp

+// import { Alert, Button, Card, CardActions, CardContent, CardHeader, Container, Grid, Typography } from '@mui/material';
+// import Head from 'next/head';
+// import { useCallback, useState } from 'react';
+// import { ComingSoonIllustration } from 'assets/illustrations';
+// import CustomBreadcrumbs from 'components/custom-breadcrumbs/CustomBreadcrumbs';
+// import Iconify from 'components/iconify/Iconify';
+// import HomeWidget from 'sections/@dashboard/spokenLanguageTranslation-module/HomeWidget';
+// import _mock from '../../../_mock';
+// import Editor from '../../../components/editor';
+// import { useSettingsContext } from '../../../components/settings';
+// import { Upload } from '../../../components/upload';
+// import DashboardLayout from '../../../layout/dashboard';
+// import {
+//     CarouselBasic3
+// } from '../../../sections/_examples/extra/carousel';
+
+// SpokenLanguageTranslationHomePage.getLayout = (page: React.ReactElement) => <DashboardLayout>{page}</DashboardLayout>;
+
+// export default function SpokenLanguageTranslationHomePage() {
+//     const { themeStretch } = useSettingsContext();
+
+//     const [translateType, setTranslateType] = useState<"video" | "text">()
+//     const [file, setFile] = useState<File | string | null>(null);
+//     const [quillSimple, setQuillSimple] = useState('');
+
+
+//     const handleHomeWidgetOnClick = (value: string) => {
+//         if (!value) return
+//         if (value == "Video Translate") {
+//             setTranslateType("video")
+//             return
+//         }
+//         if (value == "Text Translate") {
+//             setTranslateType("text")
+//             return
+//         }
+//     }
+
+//     const handleDropSingleFile = useCallback((acceptedFiles: File[]) => {
+//         const file = acceptedFiles[0];
+//         if (file) {
+//             setFile(
+//                 Object.assign(file, {
+//                     preview: URL.createObjectURL(file),
+//                 })
+//             );
+//         }
+//     }, []);
+ 
+
+//     const _carouselsExample = [...Array(5)].map((_, index) => ({
+//         id: _mock.id(index),
+//         title: _mock.text.title(index),
+//         image: _mock.image.cover(index),
+//         description: _mock.text.description(index),
+//       }));
+
+
+//     return (
+//         <>
+//             <Head>
+//                 <title> Spoken Language Translation Home | SignLink </title>
+//             </Head>
+
+//             <Container maxWidth={themeStretch ? false : 'xl'}>
+//                 <CustomBreadcrumbs
+//                     heading="Spoken Language Translation"
+//                     links={[
+//                         {
+//                             name: 'Dashboard',
+//                             href: '#',
+//                             icon: <Iconify icon="eva:home-fill" />,
+//                         },
+//                         { name: 'Spoken Language Translation Module', href: '#', icon: <Iconify icon="eva:cube-outline" /> },
+//                         { name: 'Spoken Language Translation', icon: <Iconify icon="eva:cube-outline" /> },
+//                     ]}
+//                 />
+//             </Container>
+
+//             <Container maxWidth={themeStretch ? false : 'xl'}>
+//                 <Grid container spacing={2} rowSpacing={3}>
+//                     <Grid item xs={12} md={6} lg={6}>
+//                         <HomeWidget
+//                             title="Video Translate"
+//                             subTitle="Spoken Language Video Convert to sign language"
+//                             icon="eva:video-fill"
+//                             color='warning'
+//                             handleClick={handleHomeWidgetOnClick}
+//                         />
+//                     </Grid>
+//                     <Grid item xs={12} md={6} lg={6}>
+//                         <HomeWidget
+//                             title="Text Translate"
+//                             subTitle="Spoken Language Text Convert to sign language"
+//                             icon="eva:text-fill"
+//                             color="success"
+//                             handleClick={handleHomeWidgetOnClick}
+//                         />
+//                     </Grid>
+//                     {!translateType && <>
+//                         <Grid item xs={12} md={12} lg={12}>
+//                             <Alert severity='info' >Select a Translation type</Alert>
+//                         </Grid>
+//                     </>}
+//                     {translateType == "video" && <>
+//                         <Grid item xs={12} md={8} lg={8}>
+//                             <Card>
+//                                 <CardHeader
+//                                     title="Upload Video"
+//                                     subheader="Upload you're video to convert to sigh  language"
+//                                 />
+//                                 <CardContent>
+//                                     <Upload file={file} onDrop={handleDropSingleFile} onDelete={() => setFile(null)} />
+//                                 </CardContent>
+//                                 <CardActions>
+//                                     <Button variant="contained" color='error' fullWidth onClick={() => { setFile(null) }}>
+//                                         Reset
+//                                     </Button>
+//                                     <Button variant="contained" fullWidth>
+//                                         Convert
+//                                     </Button>
+//                                 </CardActions>
+//                             </Card>
+//                         </Grid>
+//                         <Grid item xs={12} md={4} lg={4}>
+//                             <Card>
+//                                 <CardHeader title="3D Model" />
+//                                 <CardContent>
+//                                     <Typography variant="h3" paragraph>
+//                                         Coming Soon!
+//                                     </Typography>
+
+//                                     <Typography sx={{ color: 'text.secondary' }}>
+//                                         We are currently working hard on this page!
+//                                     </Typography>
+
+//                                     <ComingSoonIllustration sx={{ my: 1, height: 200 }} />
+//                                 </CardContent>
+//                             </Card>
+//                         </Grid>
+//                     </>}
+//                     {translateType == "text" && <>
+//                         <Grid item xs={12} md={8} lg={8}>
+//                             <Card sx={{ height: "100%" }}>
+//                                 <CardHeader
+//                                     title="Enter text"
+//                                     subheader="Enter you're text to convert to sigh  language"
+//                                 />
+//                                 <CardContent>
+//                                     <Editor
+//                                         simple
+//                                         id="simple-editor"
+//                                         value={quillSimple}
+//                                         onChange={(value) => setQuillSimple(value)}
+//                                     />
+//                                 </CardContent>
+//                                 <CardActions>
+//                                     <Button variant="contained" color='error' fullWidth onClick={() => { setQuillSimple('') }}>
+//                                         Reset
+//                                     </Button>
+//                                     <Button variant="contained" fullWidth>
+//                                         Convert
+//                                     </Button>
+//                                 </CardActions>
+//                             </Card>
+//                         </Grid>
+//                         <Grid item xs={12} md={4} lg={4}>
+//                             <Card>
+//                                 <CardHeader title="Converted Output" />
+//                                 <CardContent>
+//                                 <CarouselBasic3 data={_carouselsExample} />
+//                                 </CardContent>
+//                             </Card>
+//                         </Grid>
+//                     </>}
+//                 </Grid>
+
+
+
+//             </Container>
+//         </>
+//     );
+// }

Project/Frontend/SignConnectPlus/src/routes/MainRoutes.tsx

@@ -36,6 +36,7 @@ const SSLTranslateProcess = Loadable(lazy(() => import('pages/ssl-translate/proc
 const LearningDashboard = Loadable(lazy(() => import('pages/learning-management/dashboard')));
 const LearningCurriculums = Loadable(lazy(() => import('pages/learning-management/learning-curriculums/list/list')));
 const LearningCurriculumsSubscribed = Loadable(lazy(() => import('pages/learning-management/learning-curriculums-subscribed/list/list')));
+const LearningCurriculumsSubscribedTutorial = Loadable(lazy(() => import('pages/learning-management/learning-curriculums-subscribed/tutorial/tutorial')));
 const LearningLeadBoard = Loadable(lazy(() => import('pages/learning-management/learning-lead-board/list/list')));
 const LearningFeedBack = Loadable(lazy(() => import('pages/learning-management/learning-feedback/list/list')));
 
@@ -45,6 +46,8 @@ const CurriculumManagementList = Loadable(lazy(() => import('pages/parameter/cur
 // render - parameter tutorial management page
 const TutorialManagementList = Loadable(lazy(() => import('pages/parameter/tutorial-management/list/list')));
 
+// render - Video to Sign Language page
+const VideoTranslation = Loadable(lazy(() => import('pages/video-to-sign-language/VideoTranslate/VideoTranslate')));
 
 
 // render - audio-detection page
@@ -119,6 +122,15 @@ const MainRoutes = {
           ]
         },
 
+        {
+          path: 'video-to-sign-language',
+          children: [
+            {
+              path: 'VideoTranslate',
+              element: <VideoTranslation />
+            }
+          ]
+        },
         {
           path: 'learning-management',
           children: [
@@ -134,6 +146,10 @@ const MainRoutes = {
               path: 'curriculums-subscribed',
               element: <LearningCurriculumsSubscribed />
             },
+            {
+              path: 'curriculums-subscribed-tutorial',
+              element: <LearningCurriculumsSubscribedTutorial />
+            },
             {
               path: 'lead-board',
               element: <LearningLeadBoard />

Project/Frontend/SignConnectPlus/src/sections/learning-management/learning-curriculums-subscribed/Animation.tsx

+import React, { useEffect } from 'react';
+
+// third party
+import { useInView } from 'react-intersection-observer';
+import { motion, useAnimation } from 'framer-motion';
+
+// =============================|| LANDING - FADE IN ANIMATION ||============================= //
+
+function Animation({ children, variants }: { children: React.ReactElement; variants: any }) {
+  const controls = useAnimation();
+  const [ref, inView] = useInView();
+
+  useEffect(() => {
+    if (inView) {
+      controls.start('visible');
+    }
+  }, [controls, inView]);
+
+  return (
+    <motion.div
+      ref={ref}
+      animate={controls}
+      initial="hidden"
+      transition={{
+        x: {
+          type: 'spring',
+          stiffness: 150,
+          damping: 30,
+          duration: 0.5
+        },
+        opacity: { duration: 1 }
+      }}
+      variants={variants}
+    >
+      {children}
+    </motion.div>
+  );
+}
+
+export default Animation;

Project/Frontend/SignConnectPlus/src/sections/learning-management/learning-curriculums-subscribed/CurriculumSection.tsx

+
+// material-ui
+import {
+  Box,
+  Grid,
+  LinearProgress,
+  Stack,
+  Typography
+} from '@mui/material';
+import { useTheme } from '@mui/material/styles';
+
+// project import
+import TutorialSection from './TutorialSection';
+
+// types 
+import MainCard from 'components/MainCard';
+import { ThemeDirection } from 'types/config';
+import { curriculumTypeUserProgress } from "types/userProgress";
+
+// assets
+import { CheckCircleOutlined, UnorderedListOutlined } from '@ant-design/icons';
+import Reader from 'assets/images/analytics/reader.svg';
+import ReportCard from 'components/cards/statistics/ReportCard';
+
+// ==============================|| Curriculum - Section ||============================== //
+
+
+const CurriculumSection = ({ curriculum }: { curriculum: curriculumTypeUserProgress }) => {
+  const theme = useTheme();
+
+  return (
+    <>
+      <Stack spacing={2} sx={{ padding: 2 }}>
+        <MainCard title="Overview">
+          <Grid container spacing={2}>
+            <Grid
+              item
+              xs={7}
+              sm={7}
+              sx={{
+                bgcolor: `${theme.palette.primary.main}`,
+                position: 'relative',
+                p: 2.75,
+                borderRadius: { xs: 2, sm: '8px 0px 0px 8px' },
+                overflow: 'hidden'
+              }}
+            >
+              <Stack>
+                <Typography variant="h5" color="white">
+                  {curriculum.curriculumDescription}
+                </Typography>
+                <Typography color={theme.palette.grey[0]} variant="caption" sx={{ maxWidth: '55%', pt: 1 }}>
+                  Your learning capacity is 80% as daily analytics
+                </Typography>
+                <Typography variant="h4" color="white" sx={{ pt: 8, pb: 1, zIndex: 1 }}>
+                  {(curriculum.curriculumMarkUser / curriculum.curriculumMark) * 100}% Completed
+                </Typography>
+                <Box sx={{ maxWidth: '60%' }}>
+                  <LinearProgress variant="determinate" color="success" value={(curriculum.curriculumMarkUser / curriculum.curriculumMark) * 100} />
+                </Box>
+                <Box
+                  sx={{
+                    position: 'absolute',
+                    bottom: -7,
+                    right: 0,
+                    ...(theme.direction === ThemeDirection.RTL && { transform: { xs: 'rotateY(180deg)', sm: 'inherit' } })
+                  }}
+                >
+                  <img alt="reder" src={Reader} />
+                </Box>
+              </Stack>
+            </Grid>
+            <Grid md={5} item>
+              <Grid container spacing={2}>
+                <Grid md={12} item>
+                  <ReportCard primary={`LEVEL - ${curriculum.curriculumLevel}`} secondary="Curriculum Level" color={theme.palette.error.main} iconPrimary={UnorderedListOutlined} />
+                </Grid>
+                <Grid md={12} item>
+                  <ReportCard primary={`Pass Mark - ${curriculum.curriculumMark}`} secondary="Curriculum Pass Mark" color={theme.palette.success.dark} iconPrimary={CheckCircleOutlined} />
+                </Grid>
+              </Grid>
+            </Grid>
+          </Grid>
+        </MainCard>
+        <MainCard title="Tutorials">
+          <Grid container spacing={2}>
+            {curriculum.tutorials.map((tutorial, index) => {
+              return (<TutorialSection tutorial={tutorial!} />)
+            })}
+          </Grid>
+        </MainCard>
+      </Stack>
+    </>
+  );
+};
+
+export default CurriculumSection;

Project/Frontend/SignConnectPlus/src/sections/learning-management/learning-curriculums-subscribed/TutorialSection.tsx

+import { useState } from 'react';
+import { useNavigate } from 'react-router';
+
+// material-ui
+import {
+    Box,
+    Button,
+    Grid,
+    Typography
+} from '@mui/material';
+
+// project import
+import Animation from 'sections/learning-management/learning-curriculums-subscribed/Animation';
+
+// types 
+import { tutorialTypeUserProgress } from "types/userProgress";
+
+// assets
+import { PlaySquareOutlined } from '@ant-design/icons';
+import AnimateButton from 'components/@extended/AnimateButton';
+import MainCard from 'components/MainCard';
+
+
+
+// ==============================|| Tutorial - Section ||============================== //
+
+
+const TutorialSection = ({ tutorial }: { tutorial: tutorialTypeUserProgress }) => {
+    let navigation = useNavigate()
+
+    const [desc, setDesc] = useState(tutorial.tutorialDescription?.slice(0, 100))
+    const [readMore, setReadMore] = useState(false)
+    return (
+        <>
+            <Grid item md={3}>
+                <Animation
+                    variants={{
+                        visible: { opacity: 1 },
+                        hidden: { opacity: 0 }
+                    }}
+                >
+                    <MainCard contentSX={{ p: 3 }}>
+                        <Grid container spacing={1.5}>
+                            <Grid item xs={12}>
+                                <Typography variant="h4" sx={{ fontWeight: 600, mt: 2 }}>
+                                    {tutorial.tutorialTitle}
+                                </Typography>
+                            </Grid>
+                            <Grid item xs={12}>
+                                <Typography variant="body1" color="secondary" sx={{ textAlign: "justify" }}>
+                                    {desc}
+                                    <span style={{ fontWeight: "bold", cursor: "pointer" }}
+                                        onClick={() => {
+                                            if (!readMore) {
+                                                setDesc(tutorial.tutorialDescription)
+                                                setReadMore(true)
+                                            } else {
+                                                setDesc(tutorial.tutorialDescription?.slice(0, 100))
+                                                setReadMore(false)
+                                            }
+                                        }} color="secondary">
+                                        {readMore ? "Show Less" : "...Read More"}
+                                    </span>
+                                </Typography>
+                            </Grid>
+                            <Grid item xs={12}>
+                                <Box sx={{ display: 'inline-block' }}>
+                                    <AnimateButton>
+                                        <Button
+                                            variant="outlined"
+                                            endIcon={<PlaySquareOutlined />}
+                                            sx={{ my: 2 }}
+                                            onClick={() => { navigation(`/learning-management/curriculums-subscribed-tutorial`) }}
+                                        >
+                                            Start Tutorial
+                                        </Button>
+                                    </AnimateButton>
+                                </Box>
+                            </Grid>
+                            <Grid item xs={12} sx={{ '& img': { mb: -3.75, width: `calc( 100% + 24px)` } }}>
+                                <img src={tutorial.tutorialImage} alt="feature" />
+                            </Grid>
+                        </Grid>
+                    </MainCard>
+                </Animation>
+            </Grid>
+        </>
+    )
+}
+
+export default TutorialSection;
\ No newline at end of file

Project/Frontend/SignConnectPlus/src/sections/learning-management/learning-curriculums-subscribed/skeleton/CurriculumCard.tsx

+// material-ui
+import { CardContent, Grid, Skeleton, Stack, Avatar } from '@mui/material';
+
+// project import
+import MainCard from 'components/MainCard';
+
+// assets
+import { ContactsOutlined } from '@ant-design/icons';
+
+// ===========================|| SKELETON - USER EMPTY CARD ||=========================== //
+
+const UserCard = () => {
+  return (
+    <MainCard
+      border={false}
+      content={false}
+      boxShadow
+      sx={{ boxShadow: `rgba(50, 50, 93, 0.25) 0px 13px 27px -5px, rgba(0, 0, 0, 0.3) 0px 8px 16px -8px`, borderRadius: 2 }}
+    >
+      <CardContent sx={{ p: 2 }}>
+        <Grid container spacing={2}>
+          <Grid item xs={12}>
+            <Stack flexDirection="row" alignItems="center">
+              <Avatar>
+                <ContactsOutlined style={{ visibility: 'inherit' }} />
+              </Avatar>
+              <Stack sx={{ width: '100%', pl: 2.5 }}>
+                <Skeleton animation={false} height={20} width="80%" />
+                <Skeleton animation={false} height={20} width="40%" />
+              </Stack>
+            </Stack>
+          </Grid>
+          <Grid item xs={12}>
+            <Skeleton animation={false} height={20} width={45} />
+            <Skeleton animation={false} height={20} />
+            <Stack direction="row" alignItems="center" spacing={1}>
+              <Skeleton animation={false} height={20} width={90} />
+              <Skeleton animation={false} height={20} width={38} />
+            </Stack>
+          </Grid>
+          <Grid item xs={12}>
+            <Stack direction="row" justifyContent="space-between" alignItems="center">
+              <Grid container spacing={1}>
+                <Grid item>
+                  <Skeleton animation={false} height={20} width={40} />
+                </Grid>
+                <Grid item>
+                  <Skeleton animation={false} height={17} width={20} />
+                </Grid>
+              </Grid>
+              <Skeleton animation={false} height={32} width={47} />
+            </Stack>
+          </Grid>
+        </Grid>
+      </CardContent>
+    </MainCard>
+  );
+};
+
+export default UserCard;

Project/Frontend/SignConnectPlus/src/sections/learning-management/learning-curriculums-subscribed/skeleton/EmptyCurriculumCard.tsx

+// material-ui
+import { Box, Grid, Stack, Typography } from '@mui/material';
+
+// project import
+import CurriculumCard from './CurriculumCard';
+
+interface Props {
+  title: string;
+}
+
+// ==============================|| EMPTY STATE ||============================== //
+
+const EmptyCurriculumCard = ({ title }: Props) => {
+  return (
+    <Grid container spacing={3}>
+      <Grid item xs={12}>
+        <Box
+          sx={{
+            p: { xs: 2.5, sm: 6 },
+            height: `calc(100vh - 192px)`,
+            display: 'flex',
+            justifyContent: 'center',
+            alignItems: 'center',
+            bgcolor: 'transparent'
+          }}
+        >
+          <Grid container direction="column" justifyContent="center" alignItems="center">
+            <Grid item>
+              <Box sx={{ ml: -9, mb: { xs: -8, sm: -5 } }}>
+                <Box sx={{ position: 'relative' }}>
+                  <CurriculumCard />
+                </Box>
+                <Box sx={{ position: 'relative', top: -120, left: 72 }}>
+                  <CurriculumCard />
+                </Box>
+              </Box>
+            </Grid>
+            <Grid item>
+              <Stack spacing={1}>
+                <Typography align="center" variant="h4">
+                  {title}
+                </Typography>
+              </Stack>
+            </Grid>
+          </Grid>
+        </Box>
+      </Grid>
+    </Grid>
+  );
+};
+
+export default EmptyCurriculumCard;

Project/Frontend/SignConnectPlus/src/sections/learning-management/learning-curriculums/Animation.tsx

+import React, { useEffect } from 'react';
+
+// third party
+import { useInView } from 'react-intersection-observer';
+import { motion, useAnimation } from 'framer-motion';
+
+// =============================|| LANDING - FADE IN ANIMATION ||============================= //
+
+function Animation({ children, variants }: { children: React.ReactElement; variants: any }) {
+  const controls = useAnimation();
+  const [ref, inView] = useInView();
+
+  useEffect(() => {
+    if (inView) {
+      controls.start('visible');
+    }
+  }, [controls, inView]);
+
+  return (
+    <motion.div
+      ref={ref}
+      animate={controls}
+      initial="hidden"
+      transition={{
+        x: {
+          type: 'spring',
+          stiffness: 150,
+          damping: 30,
+          duration: 0.5
+        },
+        opacity: { duration: 1 }
+      }}
+      variants={variants}
+    >
+      {children}
+    </motion.div>
+  );
+}
+
+export default Animation;

Project/Frontend/SignConnectPlus/src/sections/learning-management/learning-curriculums/CurriculumPreview.tsx

+import { useState } from 'react';
+
+// material-ui
+import {
+  Accordion, AccordionDetails, AccordionSummary,
+  Box,
+  Button,
+  Dialog,
+  DialogActions,
+  DialogContent,
+  DialogTitle,
+  Grid,
+  List,
+  ListItem,
+  ListItemAvatar,
+  ListItemText,
+  Stack,
+  Tooltip,
+  Typography
+} from '@mui/material';
+import { useTheme } from '@mui/material/styles';
+
+// third-party
+import { PDFDownloadLink } from '@react-pdf/renderer';
+
+// project import
+import Avatar from 'components/@extended/Avatar';
+import IconButton from 'components/@extended/IconButton';
+import { PopupTransition } from 'components/@extended/Transitions';
+import MainCard from 'components/MainCard';
+import SimpleBar from 'components/third-party/SimpleBar';
+
+// assets
+import { DownloadOutlined, TagOutlined } from '@ant-design/icons';
+import curriculumLevels from 'data/curriculumLevels';
+import { curriculumType } from 'types/curriculum';
+
+// types 
+
+// ==============================|| Curriculum - CARD PREVIEW ||============================== //
+
+export default function CurriculumPreview({ curriculum, open, onClose }: { curriculum: curriculumType; open: boolean; onClose: () => void }) {
+  const theme = useTheme();
+
+  const [expanded, setExpanded] = useState<string | false>('panel0');
+
+  const handleChange = (panel: string) => (event: React.SyntheticEvent, newExpanded: boolean) => {
+    setExpanded(newExpanded ? panel : false);
+  };
+
+  return (
+    <>
+      <Dialog
+        open={open}
+        TransitionComponent={PopupTransition}
+        keepMounted
+        onClose={onClose}
+        aria-describedby="alert-dialog-slide-description"
+        sx={{ '& .MuiDialog-paper': { width: 1024, maxWidth: 1, m: { xs: 1.75, sm: 2.5, md: 4 } } }}
+      >
+        <Box id="PopupPrint" sx={{ px: { xs: 2, sm: 3, md: 5 }, py: 1 }}>
+          <DialogTitle sx={{ px: 0 }}>
+            <List sx={{ width: 1, p: 0 }}>
+              <ListItem
+                disablePadding
+                secondaryAction={
+                  <Stack direction="row" alignItems="center" justifyContent="center" spacing={0}>
+                    <Tooltip title="Export">
+                      <PDFDownloadLink
+                        document={<></>} fileName={`${curriculum.curriculumCode}-${curriculum.curriculumTitle}.pdf`}
+                      // document={<ListCard customer={customer} />} fileName={`Customer-${customer.fatherName}.pdf`}
+                      >
+                        <IconButton color="secondary">
+                          <DownloadOutlined />
+                        </IconButton>
+                      </PDFDownloadLink>
+                    </Tooltip>
+                    {/* <Tooltip title="Edit">
+                      <IconButton color="secondary" onClick={handleAdd}>
+                        <EditOutlined />
+                      </IconButton>
+                    </Tooltip>
+                    <Tooltip title="Delete" onClick={handleClose}>
+                      <IconButton color="error">
+                        <DeleteOutlined />
+                      </IconButton>
+                    </Tooltip> */}
+                  </Stack>
+                }
+              >
+                <ListItemAvatar sx={{ mr: 0.75 }}>
+                  <Avatar alt={curriculum.curriculumTitle} size="lg" src={curriculum.curriculumImage} />
+                </ListItemAvatar>
+                <ListItemText
+                  primary={<Typography variant="h5">{curriculum.curriculumTitle}</Typography>}
+                  secondary={<Typography color="secondary"> {curriculumLevels.find(level => level.id === curriculum.curriculumLevel)?.description || ""}</Typography>}
+                />
+              </ListItem>
+            </List>
+          </DialogTitle>
+          <DialogContent dividers sx={{ px: 0 }}>
+            <SimpleBar sx={{ height: 'calc(100vh - 390px)' }}>
+              <Grid container spacing={3}>
+                <Grid item xs={12} sm={8} xl={12}>
+                  <Grid container spacing={2.25}>
+                    <Grid item xs={12}>
+                      <MainCard title="Overview">
+                        <Typography>
+                          {curriculum.curriculumDescription}
+                        </Typography>
+                      </MainCard>
+                    </Grid>
+                    <Grid item xs={12}>
+                      <MainCard title="Tutorials">
+                        <Box
+                          sx={{
+                            '& .MuiAccordion-root': {
+                              borderColor: theme.palette.divider,
+                              '& .MuiAccordionSummary-root': {
+                                bgcolor: 'transparent',
+                                flexDirection: 'row',
+                                '&:focus-visible': {
+                                  bgcolor: 'primary.lighter'
+                                }
+                              },
+                              '& .MuiAccordionDetails-root': {
+                                borderColor: theme.palette.divider
+                              },
+                              '& .Mui-expanded': {
+                                color: theme.palette.primary.main
+                              }
+                            }
+                          }}
+                        >
+                          {curriculum.tutorials?.map((tutorial, index) => {
+                            return (
+                              <>
+                                <Accordion expanded={expanded === `panel${index}`} onChange={handleChange(`panel${index}`)}>
+                                  <AccordionSummary aria-controls={`panel${index}d-content`} id={`panel${index}d-header`}>
+                                    <Stack direction="row" spacing={1.5} alignItems="center">
+                                      <TagOutlined />
+                                      <Typography variant="h6">{tutorial.tutorialTitle}</Typography>
+                                    </Stack>
+                                  </AccordionSummary>
+                                  <AccordionDetails>
+                                    <Stack spacing={2}>
+                                      <Typography variant="h5">{tutorial.tutorialDescription}</Typography> 
+                                    </Stack>
+                                  </AccordionDetails>
+                                </Accordion>
+                              </>
+                            )
+                          })}
+
+                        </Box>
+                      </MainCard>
+                    </Grid>
+                  </Grid>
+                </Grid>
+              </Grid>
+            </SimpleBar>
+          </DialogContent>
+
+          <DialogActions>
+            <Button color="error" onClick={onClose}>
+              Close
+            </Button>
+          </DialogActions>
+        </Box>
+      </Dialog>
+    </>
+  );
+}

Project/Frontend/SignConnectPlus/src/types/curriculum.ts

+import { tutorialType } from "./tutorial"
+
+export interface curriculumType {
+    _id?: string
+    curriculumCode: string
+    curriculumLevel: number
+    curriculumTitle: string
+    curriculumDescription: string
+    curriculumImage: string
+    curriculumMark: number
+    tutorials: tutorialType[],
+    status: number
+    createdBy: string
+    createdAt: Date
+    updatedBy?: string
+    updatedAt?: Date
+}
\ No newline at end of file

Project/Frontend/SignConnectPlus/src/types/taskItem.ts

+export interface taskItemType {
+    _id?: string
+    title: string,
+    description: string,
+    howToDo: string[],
+    referenceImage: string,
+    referenceVideo: string,
+    taskItemMark: number
+}
\ No newline at end of file

Project/Frontend/SignConnectPlus/src/types/tutorial.ts

+import { taskItemType } from "./taskItem"
+
+export interface tutorialType {
+    _id?: string
+    tutorialCode?: string
+    tutorialTitle?: string
+    tutorialDescription?: string
+    tutorialImage?: string
+    tutorialMark: number
+    taskItems: taskItemType[]
+    status: number
+    createdBy: string
+    createdAt: Date
+    updatedBy?: string
+    updatedAt?: Date
+}
\ No newline at end of file

Project/Frontend/SignConnectPlus/src/types/userProgress.ts

+export interface userProgressType {
+    _id: string
+    userId: string
+    curriculums?: curriculumTypeUserProgress[]
+    totalCurriculumsMarks: number
+    totalCurriculumSpentTime: number
+    status: number
+    createdBy?: string
+    createdAt: Date
+    updatedBy?: string
+    updatedAt?: Date
+}
+
+
+export interface curriculumTypeUserProgress {
+    curriculumCode: string
+    curriculumLevel: number
+    curriculumTitle: string
+    curriculumDescription: string
+    curriculumImage: string
+    curriculumMark: number
+    curriculumMarkUser: number
+    curriculumSpentTime: number
+    tutorials: tutorialTypeUserProgress[],
+}
+
+export interface tutorialTypeUserProgress {
+    tutorialCode?: string
+    tutorialTitle?: string
+    tutorialDescription?: string
+    tutorialImage?: string
+    tutorialMark: number
+    tutorialMarkUser: number
+    tutorialSpentTime: number
+    taskItems: taskItemTypeUserProgress[]
+}
+
+export interface taskItemTypeUserProgress {
+    title: string,
+    description: string,
+    howToDo: string[],
+    referenceImage: string,
+    referenceVideo: string,
+    taskItemMark: number
+    taskItemMarkUser: number
+    taskItemSpentTime: number
+}
\ No newline at end of file

Project/Frontend/SignConnectPlus/src/utils/locales/en.json

@@ -165,5 +165,8 @@
   "emotion-detection": "Emotion Detection",
   "audio-detection": "Audio Detection",
   "video-detection": "Video Detection",
-  "learning-dashboard": "Dashboard"
+  "learning-dashboard": "Dashboard",
+  "learning-curriculums-subscribed-tutorial": "Tutorial",
+  "video-to-sign-language": "Sign Language Translate",
+  "video-translate": "Video Translator"
 }
\ No newline at end of file

README.md

@@ -31,15 +31,40 @@ The main objective of this project is to develop a Sign Language Translation Sys
 ### Member: Ranaweera R M S H (IT20251000)
 
 **Research Question:**
-- How can sign language translation be achieved by identifying audio and text components in a video and translating them into sign language using 3D components?
+- How can sign language translation be achieved by identifying the audio components in a video and the text, and translating them into sign language using 3D components?
 
 **Objectives:**
-- Pre-process video data to extract audio and text components.
-- Develop techniques to translate audio and text into sign language.
-- Integrate sign language translation with 3D components to create a visually appealing sign language video.
-- Evaluate the accuracy of sign language translation and the overall effectiveness of the demonstration.
+- Pre-process video data to extract audio components.
+- Develop techniques to translate audio into sign language.
+- Develop techniques to translate text into sign language.
+- Integrate sign language translation with 3D components to create visually appealing sign language videos.
+- Evaluate the accuracy of sign language translation.
+- Evaluate the overall effectiveness of the sign language translation demonstration.
 - Apply computer graphics techniques to enhance the realism and visual quality of the sign language animations.
 
+## Novelty and Contributions
+
+- **Novel Approach:** 
+> The research question proposes a novel approach to sign language translation by utilizing audio components from a video and text input. This approach combines audio analysis and text translation with 3D components to create visually appealing sign language videos.
+
+- **Audio Component Extraction:** 
+> The research aims to develop techniques to pre-process video data and extract audio components. This extraction process is crucial for identifying and analyzing the audio elements necessary for sign language translation.
+
+- **Audio-to-Sign Language Translation:** 
+> The research contributes to the development of techniques that translate audio components into sign language. By analyzing the audio data, the system can generate accurate sign language gestures and expressions corresponding to the spoken words or sounds.
+
+- **Text-to-Sign Language Translation:** 
+> Another significant contribution is the development of techniques to translate text input into sign language. This enables users to input text directly, which the system converts into sign language gestures and expressions, providing a means of communication for individuals who are deaf or hard of hearing.
+
+- **Integration of 3D Components:** 
+> The research focuses on integrating sign language translation with 3D components to enhance the visual quality and realism of the sign language animations. This integration adds depth and realism to the sign language gestures and creates visually appealing videos that effectively convey the intended message.
+
+- **Evaluation of Translation Accuracy:** 
+> The research evaluates the accuracy of the sign language translation by comparing the generated sign language gestures with established sign language conventions. This evaluation ensures that the translations are linguistically and culturally appropriate, enhancing the overall effectiveness of the system.
+
+- **Computer Graphics Enhancements:** 
+> The research contributes to the application of computer graphics techniques to enhance the realism and visual quality of the sign language animations. By leveraging graphics capabilities, the system can create visually engaging and expressive sign language videos, improving the user experience.
+
 ### Member: A V R Dilshan (IT20005276)
 
 **Research Question:**