Merge branch 'IT20005276' into 'master'

It20005276

See merge request !29

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(

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)

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>

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

+import axios from 'axios';
+
+class AudioEmotionDetectService {
+  predictEmotionAudio(data) {
+    return axios.post(
+      // @ts-ignore
+      `http://127.0.0.1:8000/predict_emotion/audio/`,
+      data
+    ); 
+  }
+}
+
+export default new AudioEmotionDetectService();
\ No newline at end of file

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

+import axios from 'axios';
+
+class VideoEmotionDetectService {
+  predictEmotionVideo(data) {
+    return axios.post(
+      // @ts-ignore
+      `http://127.0.0.1:8000/predict_emotion/video/`,
+      data
+    ); 
+  }
+}
+
+export default new VideoEmotionDetectService();
\ No newline at end of file

Project/Frontend/SignConnectPlus/src/services/AudioEmotionDetection.js

+import axios from 'axios';
+
+class AudioEmotionDetectService {
+  predictEmotionAudio(data) {
+    return axios.post(
+      // @ts-ignore
+      `http://127.0.0.1:8000/predict_emotion/audio/`,
+      data
+    ); 
+  }
+}
+
+export default new AudioEmotionDetectService();
\ No newline at end of file

Project/Frontend/SignConnectPlus/src/services/VideoEmotionDetection.js

+import axios from 'axios';
+
+class VideoEmotionDetectService {
+  predictEmotionVideo(data) {
+    return axios.post(
+      // @ts-ignore
+      `http://127.0.0.1:8000/predict_emotion/video/`,
+      data
+    ); 
+  }
+}
+
+export default new VideoEmotionDetectService();
\ No newline at end of file