Create app.py

app.py

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+from huggingface_hub import hf_hub_download
+import cv2
+import gradio as gr
+from PIL import Image
+import numpy as np
+
+model_path = hf_hub_download(repo_id="arnabdhar/YOLOv8-Face-Detection", filename="model.pt")
+model = YOLO(model_path)
+
+def detect_faces(image):
+
+    return (image_np,im)
+
+interface = gr.Interface(
+    fn=detect_faces,
+    inputs=gr.Image(label='Upload Image'),
+    outputs=[gr.Image(label='Original'),gr.Image(label='Deep learning')],
+    title="Face Detection Deep Learning",
+    description="Upload an image, and the model will detect faces and draw bounding boxes around them.",
+)
+interface.launch()