navjotk commited on
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Update app.py

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  1. app.py +25 -0
app.py CHANGED
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+ import gradio as gr
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+ from transformers import pipeline
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+ from PIL import Image
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+
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+ # Load YOLOS pipeline
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+ detector = pipeline("object-detection", model="hustvl/yolos-small")
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+
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+ def detect_objects(img):
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+ results = detector(img)
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+ boxes = []
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+ for obj in results:
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+ label = f"{obj['label']} ({obj['score']:.2f})"
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+ box = obj['box']
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+ boxes.append((box["xmin"], box["ymin"], box["xmax"], box["ymax"], label))
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+ return img, boxes
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+
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+ demo = gr.Interface(
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+ fn=detect_objects,
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+ inputs=gr.Image(type="pil"),
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+ outputs=gr.AnnotatedImage(),
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+ title="YOLOS Object Detection",
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+ description="Upload an image and detect objects using the YOLOS Transformer model.",
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+ )
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+
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+ demo.launch()