Changes Made Keys p3

app.py

@@ -65,14 +65,30 @@ def recognize_face(input_image):
     pil_img = Image.fromarray(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))
     return pil_img, results
 
-# Gradio interface
+# Define a function to handle webcam images
+def process_webcam_image(image):
+    # Convert the base64 image to a format that can be processed
+    # Process the image through the face recognition function
+    return recognize_face(image)
+# # Gradio interface
+# iface = gr.Interface(
+#     fn=recognize_face,
+#     inputs=gr.Image(type="pil"),
+#     outputs=[gr.Image(type="pil"), gr.JSON(label="Student Information")],
+#     title="Face Recognition Attendance System",
+#     description="Upload an image to identify individuals."
+# )
+
+# if __name__ == "__main__":
+#     iface.launch(debug=True,inline=False)
+# Create the Gradio interface
 iface = gr.Interface(
-    fn=recognize_face,
-    inputs=gr.Image(type="pil"),
-    outputs=[gr.Image(type="pil"), gr.JSON(label="Student Information")],
-    title="Face Recognition Attendance System",
-    description="Upload an image to identify individuals."
+    fn=process_webcam_image,
+    inputs=gr.inputs.Image(source="webcam", type="pil", tool="editor"),
+    outputs=[gr.outputs.Image(type="pil"), gr.outputs.Label()],
+    title="Real-time Face Recognition Attendance System",
+    description="Activate your webcam and take a photo to check attendance."
 )
 
 if __name__ == "__main__":
-    iface.launch(debug=True,inline=False)
+    iface.launch(share=True,debug=True,inline=False)