Final Commit

parent e844e5d9
# TMP-23-029
SLIIT Final Year Project
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BackEnd Server
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from datetime import datetime
import requests
from fastapi import APIRouter, FastAPI, HTTPException, Query, Request
from fastapi.responses import JSONResponse
from pymongo.mongo_client import MongoClient
# 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"]
router = APIRouter()
# Your unicode_to_int_mapping dictionary
unicode_to_int_mapping = {
"මම": 1,
"හෙට": 2,
"යනවා": 3,
"මං": 4,
"ගුඩ්": 5,
"මෝනිං": 6,
"උඹ": 7,
"ආවේ": 8,
"ඇයි": 9,
}
@router.post("/rest_pyton/get_user_input_text")
async def get_user_input_text(request_data: dict):
user_input_text = request_data.get("userInputText")
if user_input_text is None:
raise HTTPException(status_code=400, detail="Invalid JSON data. Missing 'userInputText' field.")
result = convert_text_to_numbers(user_input_text)
# Send translated integer to MongoDB
send_to_mongodb(result)
# Perform any processing you need on the number_array
response = {"message": f"Received user input text: {user_input_text}", "translated_integers_string": result}
return response
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"
)
def convert_text_to_numbers(user_input_text):
words = user_input_text.split()
numbers = [unicode_to_int_mapping.get(word, -1) for word in words] # -1 if word not found
number_string = ' '.join([str(num) for num in numbers if num != -1])
return number_string
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......@@ -68,7 +68,7 @@ async def uploaded_video(file: UploadFile = File(...)):
str(unicode_to_int_mapping.get(word, "0"))
for word in translated_text_si.split()
)
print("Translated Integer (Si):", translated_integer_si)
print("Translated Integer (Si) from Video:", translated_integer_si)
# Send translated integer to MongoDB
send_to_mongodb(translated_integer_si)
......@@ -146,6 +146,7 @@ def send_to_mongodb(translated_integer_si):
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)
......
......@@ -4,7 +4,8 @@ from controllers import (
users_controller,
video_to_sign_language_controller,
audio_detect_controler,
video_detect_controler
video_detect_controler,
text_to_sign_language_controller
)
from fastapi.responses import RedirectResponse
from fastapi.middleware.cors import CORSMiddleware
......@@ -46,6 +47,7 @@ app.include_router(translate_controler.router)
app.include_router(video_to_sign_language_controller.router)
app.include_router(audio_detect_controler.router)
app.include_router(video_detect_controler.router)
app.include_router(text_to_sign_language_controller.router)
# Add cores middleware
......
{
"name": "Server_Python",
"lockfileVersion": 2,
"requires": true,
"packages": {}
}
{
"name": "Server_Python",
"lockfileVersion": 2,
"requires": true,
"packages": {}
}
......@@ -17,6 +17,7 @@ import {
TranslationOutlined,
UserOutlined,
VideoCameraOutlined,
HighlightOutlined,
} from '@ant-design/icons';
// type
......@@ -37,7 +38,8 @@ const icons = {
FastForwardOutlined,
RedditOutlined,
AudioOutlined,
VideoCameraOutlined
VideoCameraOutlined,
HighlightOutlined
};
// ==============================|| MENU ITEMS - SUPPORT ||============================== //
......@@ -93,6 +95,14 @@ const application: NavItemType = {
title: <FormattedMessage id="video-translate" />,
type: 'item',
url: '/video-to-sign-language/VideoTranslate',
// icon: icons.VideoCameraOutlined,
},
{
id: 'text-translate',
title: <FormattedMessage id="text-translate" />,
type: 'item',
url: '/video-to-sign-language/text-translation',
// icon: icons.HighlightOutlined,
}
]
},
......
// material-ui
import {
Button,
Divider,
Grid,
InputLabel,
Stack,
TextField
} from '@mui/material';
import { LocalizationProvider } from '@mui/x-date-pickers';
import { AdapterDateFns } from '@mui/x-date-pickers/AdapterDateFns';
import axios from 'axios';
import MainCard from 'components/MainCard';
// third-party
import { Form, FormikProvider, useFormik } from 'formik';
import { useState } from 'react';
import * as Yup from 'yup';
// project imports
// assets
// types
// ==============================|| List ||============================== //
const TextTranslate = () => {
const [showUnityWebGL, setShowUnityWebGL] = useState(false);
const FormSchema = Yup.object().shape({
userInputText: Yup.string()
.required('Field is required')
.test('is-sinhala', 'Input must be in Sinhala', (value) => {
// You can use a regular expression or any custom logic to validate Sinhala text.
// Here's a basic example using a regular expression for Sinhala characters.
const sinhalaRegex = /^[\u0D80-\u0DFF\s]+$/; // Range for Sinhala Unicode characters
if (!value) {
// If the field is empty, it's valid as it's already being checked by 'required'
return true;
}
return sinhalaRegex.test(value);
})
.max(255, 'Input must be at most 255 characters long'),
});
const formik = useFormik({
initialValues: {
userInputText: "",
},
validationSchema: FormSchema,
enableReinitialize: true,
onSubmit: async (values, { setSubmitting, resetForm }) => {
try {
// API Call Here
const response = await axios.post("http://127.0.0.1:8000/rest_pyton/get_user_input_text", {
userInputText: values.userInputText,
});
// Check if the request was successful
if (response.status === 200) {
console.log("Success:", response.data);
setShowUnityWebGL(true)
} else {
console.error("Request failed with status code:", response.status);
}
resetForm()
setSubmitting(false);
} catch (error) {
console.error(error);
}
}
});
const { errors, touched, handleSubmit, isSubmitting, getFieldProps } = formik;
return (
<>
<FormikProvider value={formik}>
<LocalizationProvider dateAdapter={AdapterDateFns}>
<Form autoComplete="off" noValidate onSubmit={handleSubmit}>
<MainCard>
<Grid container spacing={3}>
<Grid item xs={4} md={4}>
<Grid container spacing={3}>
<Grid item xs={12}>
<Stack spacing={1.25}>
<InputLabel htmlFor="userInputText">Enter Text to Translate</InputLabel>
<TextField
fullWidth
id="userInputText"
placeholder="Enter Text Name"
{...getFieldProps('userInputText')}
error={Boolean(touched.userInputText && errors.userInputText)}
helperText={touched.userInputText && errors.userInputText}
/>
</Stack>
</Grid>
<Grid item xs={12}>
<Divider />
</Grid>
<Grid item xs={12}>
<Grid container justifyContent="space-between" alignItems="center">
<Grid item>
</Grid>
<Grid item>
<Stack direction="row" spacing={2} alignItems="center">
<Button color="error" onClick={() => { setShowUnityWebGL(false) }}>
Cancel
</Button>
<Button type="submit" variant="contained" disabled={isSubmitting}>
TRANSLATE
</Button>
</Stack>
</Grid>
</Grid>
</Grid>
</Grid>
</Grid>
<Grid item xs={8} md={8}>
{showUnityWebGL ? <iframe
// src="https://64f66d39fdef493229b2ddd9--lambent-unicorn-97396a.netlify.app/"
src="https://64f7cfd336356b18eb42de2b--lambent-unicorn-97396a.netlify.app/"
width="100%"
height="700px" // Adjust the height as needed
title="Unity WebGL"
style={{ border: 'none', overflow: 'hidden' }}
></iframe> : <>3D model Rendered Here...</>}
</Grid>
</Grid>
</MainCard>
</Form>
</LocalizationProvider>
</FormikProvider >
</>
);
};
export default TextTranslate;
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......@@ -49,6 +49,8 @@ const TutorialManagementList = Loadable(lazy(() => import('pages/parameter/tutor
// render - Video to Sign Language page
const VideoTranslation = Loadable(lazy(() => import('pages/video-to-sign-language/VideoTranslate/VideoTranslate')));
// render - Text to Sign Language page
const TextTranslation = Loadable(lazy(() => import('pages/video-to-sign-language/TextTranslate/TextTranslate')));
// render - audio-detection page
const AudioDetection = Loadable(lazy(() => import('pages/emotion-detection/emotion-audio-detection/list/list')));
......@@ -128,9 +130,14 @@ const MainRoutes = {
{
path: 'VideoTranslate',
element: <VideoTranslation />
},
{
path: 'text-translation',
element: <TextTranslation />
}
]
},
{
path: 'learning-management',
children: [
......
......@@ -168,5 +168,6 @@
"learning-dashboard": "Dashboard",
"learning-curriculums-subscribed-tutorial": "Tutorial",
"video-to-sign-language": "Sign Language Translate",
"video-translate": "Video Translator"
"video-translate": "Video Translation",
"text-translate": "Text Translation"
}
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