Create app.py

app.py

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+import gradio as gr
+import numpy as np
+import cv2
+
+def process_webcam_image(image):
+    # gray_image = cv2.cvtColor(np.array(image), cv2.COLOR_BGR2GRAY)
+    gray_image = image
+    return gray_image
+
+iface = gr.Interface(
+    fn=process_webcam_image,
+    inputs=gr.Image(source="webcam", streaming=True), 
+    live=True,
+    outputs="image",
+    title="Real-time Webcam Grayscale",
+    description="This demo converts your webcam feed to grayscale in real-time."
+)
+
+iface.launch()