Merge branch 'master' into feature/UI-API-Connect

47720cbe · janithgamage1.ed · 262e550c · e873fad7 · 47720cbe · 47720cbe
Commit 47720cbe authored Sep 06, 2023 by janithgamage1.ed
13 changed files
--- a/Project/Backend/Server_Node/yarn.lock
+++ b/Project/Backend/Server_Node/yarn.lock
@@ -3,1094 +3,1108 @@


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+  "resolved" "https://registry.npmjs.org/toidentifier/-/toidentifier-1.0.1.tgz"
+  "version" "1.0.1"
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+  "resolved" "https://registry.npmjs.org/torch/-/torch-0.2.7.tgz"
+  "version" "0.2.7"
+  dependencies:
+    "chalk" "^1.1.3"
+
+"touch@^3.1.0":
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+  "resolved" "https://registry.npmjs.org/touch/-/touch-3.1.0.tgz"
+  "version" "3.1.0"
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+    "nopt" "~1.0.10"
+
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+  "resolved" "https://registry.npmjs.org/tr46/-/tr46-3.0.0.tgz"
+  "version" "3.0.0"
+  dependencies:
+    "punycode" "^2.1.1"
+
+"type-is@^1.6.4", "type-is@~1.6.18":
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+  "resolved" "https://registry.npmjs.org/type-is/-/type-is-1.6.18.tgz"
+  "version" "1.6.18"
+  dependencies:
+    "media-typer" "0.3.0"
+    "mime-types" "~2.1.24"
+
+"typedarray@^0.0.6":
+  "integrity" "sha512-/aCDEGatGvZ2BIk+HmLf4ifCJFwvKFNb9/JeZPMulfgFracn9QFcAf5GO8B/mweUjSoblS5In0cWhqpfs/5PQA=="
+  "resolved" "https://registry.npmjs.org/typedarray/-/typedarray-0.0.6.tgz"
+  "version" "0.0.6"
+
+"undefsafe@^2.0.5":
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+  "resolved" "https://registry.npmjs.org/undefsafe/-/undefsafe-2.0.5.tgz"
+  "version" "2.0.5"
+
+"unpipe@~1.0.0", "unpipe@1.0.0":
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+  "resolved" "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz"
+  "version" "1.0.0"
+
+"util-deprecate@~1.0.1":
+  "integrity" "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw=="
+  "resolved" "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz"
+  "version" "1.0.2"
+
+"utils-merge@1.0.1":
+  "integrity" "sha512-pMZTvIkT1d+TFGvDOqodOclx0QWkkgi6Tdoa8gC8ffGAAqz9pzPTZWAybbsHHoED/ztMtkv/VoYTYyShUn81hA=="
+  "resolved" "https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz"
+  "version" "1.0.1"
+
+"uuid@^9.0.0":
+  "integrity" "sha512-MXcSTerfPa4uqyzStbRoTgt5XIe3x5+42+q1sDuy3R5MDk66URdLMOZe5aPX/SQd+kuYAh0FdP/pO28IkQyTeg=="
+  "resolved" "https://registry.npmjs.org/uuid/-/uuid-9.0.0.tgz"
+  "version" "9.0.0"
+
+"vary@^1", "vary@~1.1.2":
+  "integrity" "sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg=="
+  "resolved" "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz"
+  "version" "1.1.2"
+
+"webidl-conversions@^7.0.0":
+  "integrity" "sha512-VwddBukDzu71offAQR975unBIGqfKZpM+8ZX6ySk8nYhVoo5CYaZyzt3YBvYtRtO+aoGlqxPg/B87NGVZ/fu6g=="
+  "resolved" "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-7.0.0.tgz"
+  "version" "7.0.0"
+
+"whatwg-url@^11.0.0":
+  "integrity" "sha512-RKT8HExMpoYx4igMiVMY83lN6UeITKJlBQ+vR/8ZJ8OCdSiN3RwCq+9gH0+Xzj0+5IrM6i4j/6LuvzbZIQgEcQ=="
+  "resolved" "https://registry.npmjs.org/whatwg-url/-/whatwg-url-11.0.0.tgz"
+  "version" "11.0.0"
+  dependencies:
+    "tr46" "^3.0.0"
+    "webidl-conversions" "^7.0.0"
+
+"xtend@^4.0.0":
+  "integrity" "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ=="
+  "resolved" "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz"
+  "version" "4.0.2"
+
+"yallist@^4.0.0":
+  "integrity" "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
+  "resolved" "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz"
+  "version" "4.0.0"
--- a/Project/Backend/Server_Python/controllers/video_detect_controler.py
+++ b/Project/Backend/Server_Python/controllers/video_detect_controler.py
@@ -37,7 +37,7 @@ async def upload_video(video: UploadFile = File(...)):
        with open(file_location, "wb") as file:
            file.write(video.file.read())

-        return {"text": "OK2"}
+        return {"text": "Video Upload Successfully"}
    except Exception as e:
        logger.info(f"Failed to upload file. {e}")
        raise HTTPException(

--- a/Project/Backend/Server_Python/controllers/video_to_sign_language_controller.py
+++ b/Project/Backend/Server_Python/controllers/video_to_sign_language_controller.py
@@ -84,7 +84,7 @@ async def uploaded_video(file: UploadFile = File(...)):
        return JSONResponse(content={"error": str(e)}, status_code=500)


-unicode_to_int_mapping = {"මම": 1, "හෙට": 2, "යනවා": 3, "මං": 4}
+unicode_to_int_mapping = {"මම": 1, "හෙට": 2, "යනවා": 3, "මං": 4,"ගුඩ්":5, "මෝනිං":6, "උඹ":7, "ආවේ":8, "ඇයි":9}


 def translate_text(text, target_language):

--- a/Project/Backend/Server_Python/main.py
+++ b/Project/Backend/Server_Python/main.py
@@ -61,7 +61,8 @@ origins = [
    "http://localhost:51373",
    "http://localhost:51489",
    "https://v6p9d9t4.ssl.hwcdn.net",
-    "https://64f66d39fdef493229b2ddd9--lambent-unicorn-97396a.netlify.app"
+    # "https://64f66d39fdef493229b2ddd9--lambent-unicorn-97396a.netlify.app",
+    "https://64f7cfd336356b18eb42de2b--lambent-unicorn-97396a.netlify.app"
 ]

 app.add_middleware(

--- a/Project/Backend/Server_Python/resources/audio.wav
+++ b/Project/Backend/Server_Python/resources/audio.wav
--- a/Project/Backend/Server_Python/services/video_detection_service.py
+++ b/Project/Backend/Server_Python/services/video_detection_service.py
@@ -24,6 +24,7 @@ emotion_model.load_weights("../ML_Models/Emotion_Detection_Model/emotion_model.h
 class EmotionPredictionService:
    def __init__(self, model):
        self.model = model
+        self.current_emotion = None

    def predict_emotion_detection_video(video_request: UploadFile) -> Dict[str, str]:
        try:
@@ -85,7 +86,26 @@ class EmotionPredictionService:
                    break

                emotions = predict_emotion_from_frame(frame)
-                predicted_emotions.extend(emotions)
+                if emotions:
+                    new_emotion = emotions[0]  # Assuming you only process one face at a time
+                    cv2.putText(frame, f"Emotion: {new_emotion}", (10, 30), cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 0, 255), 2)
+                    if new_emotion != self.current_emotion:
+                        self.current_emotion = new_emotion
+                        predicted_emotions.append(new_emotion)
+
+                        # Display the frame with emotion prediction
+                        cv2.imshow('Emotion Detection', frame)
+
+                        if cv2.waitKey(1) & 0xFF == ord('q'):
+                            break
+
+            # while True:
+            #     ret, frame = cap.read()
+            #     if not ret:
+            #         break
+
+            #     emotions = predict_emotion_from_frame(frame)
+            #     predicted_emotions.extend(emotions)

            cap.release()
            os.remove(video_location)

--- a/Project/Frontend/SignConnectPlus/src/pages/emotion-detection/emotion-audio-detection/list/list.tsx
+++ b/Project/Frontend/SignConnectPlus/src/pages/emotion-detection/emotion-audio-detection/list/list.tsx
@@ -6,11 +6,37 @@ import Button from '@mui/material/Button';
 import UploadOutlined from '@ant-design/icons/lib/icons/UploadOutlined';
 import AudioOutlined from '@ant-design/icons/lib/icons/AudioOutlined';

+import { Link } from 'react-router-dom';
+import { Box, Stack, } from '@mui/material';
+import { APP_DEFAULT_PATH } from 'config';
+import construction from 'assets/images/maintenance/under-construction.svg';
+
+import {CardContent,IconButton,InputAdornment,Paper,TextField,Typography} from '@mui/material';
+import CopyOutlined from '@ant-design/icons/lib/icons/CopyOutlined';
+import AudioEmotionDetectService from '../../../../services/AudioEmotionDetection.js';
+import { MuiFileInput } from 'mui-file-input';
+import { useSnackbar } from 'notistack';
+
 const List = () => {
    const [audioBlob, setAudioBlob] = useState<Blob | undefined>(undefined);
    const [mediaRecorder, setMediaRecorder] = useState<MediaRecorder | undefined>(undefined);
    const [isRecording, setIsRecording] = useState<boolean>(false);
    const [audioUrl, setAudioUrl] = useState<string | undefined>(undefined);
+    const [value, setValue] = useState('');
+    const [file, setFile] = useState<File | string | null>(null);
+    const [loading, setLoading] = useState(false);
+    const [isUploadFile, setIsUploadFile] = useState<boolean | string | null>(true);
+
+    const handleDropSingleFile = (files: any) => {
+        if (files) {
+          setFile(
+            Object.assign(files, {
+              preview: URL.createObjectURL(files)
+            })
+          );
+          setAudioUrl(URL.createObjectURL(files));
+        }
+      };

    const handleRecordStart = async () => {
        // Clear the uploaded audio state when recording starts
@@ -54,6 +80,53 @@ const List = () => {
            // Handle case where uploaded file is not an audio file
        }
    };
+    const { enqueueSnackbar } = useSnackbar();
+    const handleChange = (event: React.ChangeEvent<HTMLTextAreaElement>) => {
+        setValue(event.target.value);
+      };
+    const onCopy = (text: string) => {
+        if (text) {
+          navigator.clipboard.writeText(text);
+          enqueueSnackbar('Copied!', { variant: 'success' });
+        }
+      };
+
+      // Audio Upload
+    const predictEmotionFromAudio = async () => {
+        console.log("OK75")
+        console.log(file);
+        if (file) {
+        setLoading(true);
+        const formData = new FormData();
+
+        //@ts-ignore
+        formData.append('audio_request', file, file.name);
+
+        try {
+            const response = await AudioEmotionDetectService.predictEmotionAudio(formData);
+            if (response.status == 200) {
+            console.log(response.data);
+            setValue(response.data.predicted_emotion);
+            } else {
+            enqueueSnackbar('Something went Wrong!', { variant: 'error' });
+            }
+            setLoading(false);
+        } catch (error) {
+            console.log(error);
+            setLoading(false);
+            enqueueSnackbar('Something went Wrong!', { variant: 'error' });
+        }
+        } else {
+        enqueueSnackbar('Please select a file.', { variant: 'warning' });
+        }
+    };
+    const checkEmotionUpload = () => {
+        if (isUploadFile) {
+          return 'contained';
+        } else {
+          return 'outlined';
+        }
+      };

    return (
        <MainCard content={false}>
@@ -65,17 +138,20 @@ const List = () => {
                            <div style={{ textAlign: 'center' }}>
                                <input
                                    type="file"
-                                    accept="audio/*"
                                    onChange={handleUpload}
                                    style={{ display: 'none' }}
                                    id="audio-upload"
                                />
                                <label htmlFor="audio-upload">
                                    <Button
-                                        variant="contained"
+                                        // variant="contained"
+                                        variant={checkEmotionUpload()}
                                        color="primary"
                                        component="span"
                                        startIcon={<UploadOutlined />}
+                                        onClick={() => {
+                                            setIsUploadFile(true);
+                                          }}
                                    >
                                        Upload
                                    </Button>
@@ -88,6 +164,49 @@ const List = () => {
                                >
                                    {isRecording ? 'Stop Recording' : 'Record'}
                                </Button>
+                                <Button
+                                variant="contained"
+                                disabled={loading}
+                                onClick={() => {
+                                    predictEmotionFromAudio();
+                                  }}
+                                >
+                                  Prediction
+                                </Button>
+                                <div>
+                                <Typography variant="overline" sx={{ color: 'text.secondary' }}>
+                                  Predict Emotion
+                                </Typography>
+
+                                <TextField
+                                  fullWidth
+                                  value={value}
+                                  onChange={handleChange}
+                                  InputProps={{
+                                    endAdornment: (
+                                      <InputAdornment position="end">
+                                        <IconButton onClick={() => onCopy(value)}>
+                                          <CopyOutlined />
+                                        </IconButton>
+                                      </InputAdornment>
+                                    )
+                                  }}
+                                />
+                              </div>
+                              <CardContent>
+                          {/* ! Important */}
+
+                          {/* @ts-ignore */}
+                          <MuiFileInput value={file} onChange={handleDropSingleFile} inputProps={{ accept: 'audio/*' }} />
+                          <Paper style={{ padding: '20px', marginTop: '15px' }}>
+                            <Typography variant="h5" align="center" gutterBottom>
+                              Preview
+                            </Typography>
+                            <div style={{ marginTop: '20px', textAlign: 'center' }}>
+                              {file ? <video src={audioUrl} width="400" controls /> : <p>No Audio Selected ...</p>}
+                            </div>
+                          </Paper>
+                        </CardContent>
                                {audioBlob && (
                                    <audio controls>
                                        <source src={URL.createObjectURL(audioBlob)} type="audio/wav" />
@@ -106,8 +225,26 @@ const List = () => {
                    <Grid item xs={12} md={6}>
                    <h2>3D Avatar</h2>
                    <MainCard>
-                            {/* Content of the second card */}
-                            {/* You can put your 3D avatar components here */}
+                    <Grid container spacing={4} direction="column" alignItems="center" justifyContent="center" sx={{ minHeight: '100vh', py: 2 }}>
+                      <Grid item xs={12}>
+                        <Box sx={{ width: { xs: 300, sm: 480 } }}>
+                          <img src={construction} alt="mantis" style={{ width: '100%', height: 'auto' }} />
+                        </Box>
+                      </Grid>
+                      <Grid item xs={12}>
+                        <Stack spacing={2} justifyContent="center" alignItems="center">
+                          <Typography align="center" variant="h1">
+                            Under Construction
+                          </Typography>
+                          <Typography color="textSecondary" align="center" sx={{ width: '85%' }}>
+                            Hey! Please check out this site later. We are doing some maintenance on it right now.
+                          </Typography>
+                          <Button component={Link} to={APP_DEFAULT_PATH} variant="contained">
+                            Back To Home
+                          </Button>
+                        </Stack>
+                      </Grid>
+                    </Grid>
                    </MainCard>
                  </Grid>
                </Grid>

--- a/Project/Frontend/SignConnectPlus/src/pages/emotion-detection/emotion-video-detection/list/list.tsx
+++ b/Project/Frontend/SignConnectPlus/src/pages/emotion-detection/emotion-video-detection/list/list.tsx
@@ -5,48 +5,153 @@ import Grid from '@mui/material/Grid';
 import Button from '@mui/material/Button';
 import VideoCameraOutlined from '@ant-design/icons/lib/icons/VideoCameraOutlined';
 import UploadOutlined from '@ant-design/icons/lib/icons/UploadOutlined';
-// import WebcamOutlinedIcon from '@mui/icons-material/WebcamOutlined';

+import { Link } from 'react-router-dom';
+import { Box, Stack, } from '@mui/material';
+import { APP_DEFAULT_PATH } from 'config';
+import construction from 'assets/images/maintenance/under-construction.svg';
+
+import {CardContent,IconButton,InputAdornment,Paper,TextField,Typography} from '@mui/material';
+import CopyOutlined from '@ant-design/icons/lib/icons/CopyOutlined';
+import VideoEmotionDetectService from '../../../../services/VideoEmotionDetection.js';
+import { MuiFileInput } from 'mui-file-input';
+import { useSnackbar } from 'notistack';

 const List = () => {
    const [selectedFile, setSelectedFile] = useState<File | null>(null);
-    const [isLive, setIsLive] = useState(false);
+    const [isLive] = useState(false);
    const fileInputRef = useRef<HTMLInputElement | null>(null);
    const videoRef = useRef<HTMLVideoElement | null>(null);
+    const [videoUrl, setVideoUrl] = useState<string | undefined>(undefined);
+    const [file, setFile] = useState<File | string | null>(null);
+    const [loading, setLoading] = useState(false);
+    const [isUploadFile, setIsUploadFile] = useState<boolean | string | null>(true);
+    const [value, setValue] = useState('');
+    const [mediaStream, setMediaStream] = useState<MediaStream | null>(null);
+    const [mediaRecorder, setMediaRecorder] = useState<MediaRecorder | null>(null);
+    const [chunks, setChunks] = useState<Blob[]>([]);
+    const [isRecording, setIsRecording] = useState(false);
+    const { enqueueSnackbar } = useSnackbar();

-    const handleFileChange = (event: React.ChangeEvent<HTMLInputElement>) => {
-        if (event.target.files && event.target.files[0]) {
-            setSelectedFile(event.target.files[0]);
+    const handleDropSingleFile = (files: any) => {
+        if (files) {
+          setFile(
+            Object.assign(files, {
+              preview: URL.createObjectURL(files)
+            })
+          );
+          setVideoUrl(URL.createObjectURL(files));
        }
      };

-    const handleUploadButtonClick = () => {
-        if (fileInputRef.current) {
-            fileInputRef.current.click();
+    const handleFileChange = (event: React.ChangeEvent<HTMLInputElement>) => {
+        if (event.target.files && event.target.files[0]) {
+            setSelectedFile(event.target.files[0]);
        }
    };

    const handleLiveButtonClick = async () => {
        try {
+            if (!isRecording) {
                const stream = await navigator.mediaDevices.getUserMedia({ video: true });
                if (videoRef.current) {
                    videoRef.current.srcObject = stream;
-                videoRef.current.play(); // Start playing the live camera feed
+                    videoRef.current.play();
+                    const recorder = new MediaRecorder(stream);
+                    recorder.ondataavailable = (event) => {
+                        if (event.data.size > 0) {
+                            setChunks((prevChunks) => [...prevChunks, event.data]);
+                        }
+                    };
+                    setMediaStream(stream);
+                    setMediaRecorder(recorder);
+                    recorder.start();
+                    setIsRecording(true);
+                }
+            } else {
+                if (mediaRecorder) {
+                    mediaRecorder.stop();
+                    if (mediaStream) {
+                        mediaStream.getTracks().forEach((track) => track.stop());
+                    }
+                    setIsRecording(false);
+                }
            }
-            setIsLive(true);
        } catch (error) {
            console.error('Error accessing camera:', error);
        }
    };
    
+    const handleChange = (event: React.ChangeEvent<HTMLTextAreaElement>) => {
+        setValue(event.target.value);
+      };
+
+    const onCopy = (text: string) => {
+        if (text) {
+          navigator.clipboard.writeText(text);
+          enqueueSnackbar('Copied!', { variant: 'success' });
+        }
+      };
+
+    const predictEmotionFromVideo = async () => {
+        console.log("OK75")
+        console.log(file);
+        if (file) {
+        setLoading(true);
+        const formData = new FormData();
+
+        //@ts-ignore
+        formData.append('video_request', file, file.name);
+
+        try {
+            const response = await VideoEmotionDetectService.predictEmotionVideo(formData);
+            if (response.status == 200) {
+            console.log(response.data);
+            setValue(response.data.predicted_emotions);
+            } else {
+            enqueueSnackbar('Something went Wrong!', { variant: 'error' });
+            }
+            setLoading(false);
+        } catch (error) {
+            console.log(error);
+            setLoading(false);
+            enqueueSnackbar('Something went Wrong!', { variant: 'error' });
+        }
+        } else {
+        enqueueSnackbar('Please select a file.', { variant: 'warning' });
+        }
+    };
+
+    const checkEmotionUpload = () => {
+        if (isUploadFile) {
+          return 'contained';
+        } else {
+          return 'outlined';
+        }
+      };
+
+    const createDownloadableVideo = () => {
+        if (chunks.length === 0) {
+            return;
+        }
+    
+        const blob = new Blob(chunks, { type: 'video/webm' });
+        const url = URL.createObjectURL(blob);
+        const a = document.createElement('a');
+        a.style.display = 'none';
+        a.href = url;
+        a.download = 'recorded-video.webm';
+        document.body.appendChild(a);
+        a.click();
+        window.URL.revokeObjectURL(url);
+    };
    
    return (
        <MainCard content={false}>
            <ScrollX>
-                
                <Grid container spacing={2}>
                    <Grid item xs={12} md={6}>
-                    <h2>Upload or Live</h2>
+                    <h2>Upload or Record</h2>
                        <MainCard>
                            <div style={{ textAlign: 'center' }}>
                                
@@ -73,30 +178,115 @@ const List = () => {
                                        />
                                    )
                                )}
+                                
+                                <Typography variant="overline" sx={{ color: 'text.secondary' }}>
+                                  Predict Emotion
+                                </Typography>
+
+                                <TextField
+                                  fullWidth
+                                  value={value}
+                                  onChange={handleChange}
+                                  InputProps={{
+                                    endAdornment: (
+                                      <InputAdornment position="end">
+                                        <IconButton onClick={() => onCopy(value)}>
+                                          <CopyOutlined />
+                                        </IconButton>
+                                      </InputAdornment>
+                                    )
+                                  }}
+                                />
+                              </div>
+                              <CardContent>
+                          {/* ! Important */}
+
+                          {/* @ts-ignore */}
+                          <MuiFileInput value={file} onChange={handleDropSingleFile} inputProps={{ accept: 'video/*' }} />
+                          <Paper style={{ padding: '20px', marginTop: '15px' }}>
+                            <Typography variant="h5" align="center" gutterBottom>
+                              Preview
+                            </Typography>
+                            <div style={{ marginTop: '20px', textAlign: 'center' }}>
+                              {file ? <video src={videoUrl} width="400" controls /> : <p>No Video Selected ...</p>}
+                            </div>
+                          </Paper>
+                        </CardContent>
+                    
                                <Button
-                                    variant="contained"
+                                        // variant="contained"
+                                        variant={checkEmotionUpload()}
                                        color="primary"
+                                        component="span"
                                        startIcon={<UploadOutlined />}
-                                    onClick={handleUploadButtonClick}
+                                        onClick={() => {
+                                            setIsUploadFile(true);
+                                          }}
                                    >
                                        Upload
                                    </Button>
+                                <Button
+                                variant="contained"
+                                disabled={loading}
+                                onClick={() => {
+                                    predictEmotionFromVideo();
+                                  }}
+                                >
+                                  Prediction
+                                </Button>
+
                                <Button
                                    variant="contained"
                                    color="primary"
                                    startIcon={<VideoCameraOutlined />}
                                    onClick={handleLiveButtonClick}
                                >
-                                    Live
+                                    {isRecording ? 'Stop Recording' : 'Record'}
                                </Button>
+                                {isRecording && (
+
+                                    <Button
+                                        variant="contained"
+                                        color="secondary"
+                                        onClick={createDownloadableVideo}
+                                    >
+                                        Download
+                                    </Button>
+                                )}
+                                <div>
+                                <video
+                                    ref={videoRef}
+                                    autoPlay
+                                    playsInline
+                                    width="100%"
+                                    src={isRecording ? undefined : videoUrl} // Use videoUrl only when not recording
+                                />
                            </div>
                        </MainCard>
                    </Grid>
                    <Grid item xs={12} md={6}>
                    <h2>3D Avatar</h2>
                    <MainCard>
-                            {/* Content of the second card */}
-                            {/* You can put your 3D avatar components here */}
+                    <Grid container spacing={4} direction="column" alignItems="center" justifyContent="center" sx={{ minHeight: '100vh', py: 2 }}>
+                      <Grid item xs={12}>
+                        <Box sx={{ width: { xs: 300, sm: 480 } }}>
+                          <img src={construction} alt="mantis" style={{ width: '100%', height: 'auto' }} />
+                        </Box>
+                      </Grid>
+                      <Grid item xs={12}>
+                        <Stack spacing={2} justifyContent="center" alignItems="center">
+                          <Typography align="center" variant="h1">
+                            Under Construction
+                          </Typography>
+                          <Typography color="textSecondary" align="center" sx={{ width: '85%' }}>
+                            Hey! Please check out this site later. We are doing some maintenance on it right now.
+                          </Typography>
+                          <Button component={Link} to={APP_DEFAULT_PATH} variant="contained">
+                            Back To Home
+                          </Button>
+                        </Stack>
+                      </Grid>
+                    </Grid>
                    </MainCard>
                    </Grid>
                </Grid>

--- a/Project/Frontend/SignConnectPlus/src/pages/services/SignLanguageToText.js
+++ b/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();
--- a/Project/Frontend/SignConnectPlus/src/pages/video-to-sign-language/VideoTranslate/VideoTranslate.tsx
+++ b/Project/Frontend/SignConnectPlus/src/pages/video-to-sign-language/VideoTranslate/VideoTranslate.tsx
@@ -271,7 +271,8 @@ const VideoTranslate = () => {
                                                        {/* Conditionally render the Unity WebGL build */}
                                                        {showUnityWebGL && (
                                                            <iframe
-                                                                src="https://64f66d39fdef493229b2ddd9--lambent-unicorn-97396a.netlify.app/"
+                                                                // src="https://64f66d39fdef493229b2ddd9--lambent-unicorn-97396a.netlify.app/"
+                                                                src="https://64f7cfd336356b18eb42de2b--lambent-unicorn-97396a.netlify.app/"
                                                                width="700px"
                                                                height="700px" // Adjust the height as needed
                                                                title="Unity WebGL"

--- a/Project/Frontend/SignConnectPlus/src/services/AudioEmotionDetection.js
+++ b/Project/Frontend/SignConnectPlus/src/services/AudioEmotionDetection.js
+import axios from 'axios';
+
+class AudioEmotionDetectService {
+  predictEmotionAudio(data) {
+    return axios.post( 
+      `http://127.0.0.1:8000/predict_emotion/audio/`,
+      data
+    ); 
+  }
+}
+
+export default new AudioEmotionDetectService();
\ No newline at end of file
--- a/Project/Frontend/SignConnectPlus/src/services/VideoEmotionDetection.js
+++ b/Project/Frontend/SignConnectPlus/src/services/VideoEmotionDetection.js
+import axios from 'axios';
+
+class VideoEmotionDetectService {
+  predictEmotionVideo(data) {
+    return axios.post( 
+      `http://127.0.0.1:8000/predict_emotion/video/`,
+      data
+    ); 
+  }
+}
+
+export default new VideoEmotionDetectService();
\ No newline at end of file
--- a/Project/Frontend/SignConnectPlus/src/pages/services/VideoToSignLanguage.js
+++ b/Project/Frontend/SignConnectPlus/src/pages/services/VideoToSignLanguage.js
@@ -3,9 +3,7 @@ import axios from 'axios';
 class VideoToSignLanguage {
  videoTranslation(data) {
    return axios.post(
-      // @ts-ignore
-      `http://127.0.0.1:8000/translated_items/`,
-      data
+      `http://127.0.0.1:8000/translated_items/`, data
    );
  }
 }