Update app

app.py

@@ -37,8 +37,8 @@ emotion_detector = FER(mtcnn=True)
 
 def analyze_posture(image):
     """
-    Takes an image captured from the webcam, processes it with MediaPipe Pose,
-    and returns an annotated image and a text summary.
+    Processes an image (captured via the webcam) with MediaPipe Pose,
+    draws pose landmarks, and returns an annotated image plus a text summary.
     """
     # Convert from PIL (RGB) to OpenCV BGR format
     frame = cv2.cvtColor(np.array(image), cv2.COLOR_RGB2BGR)
@@ -64,7 +64,6 @@ def analyze_emotion(image):
     Returns the image and a text summary.
     """
     frame = cv2.cvtColor(np.array(image), cv2.COLOR_RGB2BGR)
-    # FER expects an RGB image
     frame_rgb = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
     emotions = emotion_detector.detect_emotions(frame_rgb)
     if emotions:
@@ -155,10 +154,9 @@ body {
 # -----------------------------
 # Create Individual Interfaces for Each Analysis
 # -----------------------------
-# Use gr.inputs.Camera for webcam capture (legacy API)
 posture_interface = gr.Interface(
     fn=analyze_posture,
-    inputs=gr.inputs.Camera(label="Capture Your Posture"),
+    inputs=gr.Camera(label="Capture Your Posture"),
     outputs=[gr.Image(type="numpy", label="Annotated Output"), gr.Textbox(label="Posture Analysis")],
     title="Posture Analysis",
     description="Detects your posture using MediaPipe."
@@ -166,7 +164,7 @@ posture_interface = gr.Interface(
 
 emotion_interface = gr.Interface(
     fn=analyze_emotion,
-    inputs=gr.inputs.Camera(label="Capture Your Face"),
+    inputs=gr.Camera(label="Capture Your Face"),
     outputs=[gr.Image(type="numpy", label="Annotated Output"), gr.Textbox(label="Emotion Analysis")],
     title="Emotion Analysis",
     description="Detects facial emotions using FER."
@@ -174,7 +172,7 @@ emotion_interface = gr.Interface(
 
 objects_interface = gr.Interface(
     fn=analyze_objects,
-    inputs=gr.inputs.Camera(label="Capture the Scene"),
+    inputs=gr.Camera(label="Capture the Scene"),
     outputs=[gr.Image(type="numpy", label="Annotated Output"), gr.Textbox(label="Object Detection")],
     title="Object Detection",
     description="Detects objects using a pretrained Faster R-CNN."
@@ -182,7 +180,7 @@ objects_interface = gr.Interface(
 
 faces_interface = gr.Interface(
     fn=analyze_faces,
-    inputs=gr.inputs.Camera(label="Capture Your Face"),
+    inputs=gr.Camera(label="Capture Your Face"),
     outputs=[gr.Image(type="numpy", label="Annotated Output"), gr.Textbox(label="Face Detection")],
     title="Face Detection",
     description="Detects faces using MediaPipe."