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satrn088/Person_Detection

sourceHugging Faceupdated 3y agoView on Hugging Face
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app.py29 linesDownload Raw Back to root
1import gradio as gr2from PIL import Image3from ultralytics import YOLO4 5 6source = "best.pt"7model = YOLO(source)8 9def obejct_detection(image, conf, iou):10    results = model(image, conf=conf, iou=iou)11 12    for r in results:13        im_array = r.plot()  # plot a BGR numpy array of predictions14        im = Image.fromarray(im_array[..., ::-1])15    16    return im17 18 19interface = gr.Interface(20    obejct_detection,21    [gr.Image(type="pil"),22    gr.Slider(0.1, 0.9, value=0.5, step=0.05, label="confidence"),23    gr.Slider(0.1, 0.9, value=0.25, step=0.05, label="iou")],24    'image'25)26 27interface.launch(share=True)28 29