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Maruf
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ef46d86
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Parent(s):
ab14be8
wip
Browse files- app.py +19 -4
- requirements.txt +4 -0
app.py
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import gradio as gr
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import gradio as gr
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import torch
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from PIL import Image
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# Load a pretrained model (YOLOv5 for example)
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model = torch.hub.load("ultralytics/yolov5", "yolov5s", pretrained=True)
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def detect_objects(image):
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results = model(image)
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detections = results.pandas().xyxy[0].to_dict(orient="records")
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return detections # JSON-friendly list of dicts
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# Gradio interface
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iface = gr.Interface(
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fn=detect_objects,
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inputs=gr.Image(type="pil"),
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outputs=gr.JSON(),
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examples=[]
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)
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if __name__ == "__main__":
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iface.launch()
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requirements.txt
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torch
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pillow
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gradio
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pandas
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