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Ahsen Khaliq
commited on
Commit
•
7909c4f
1
Parent(s):
1d090f4
Update app.py
Browse files
app.py
CHANGED
@@ -15,6 +15,7 @@ torch.hub.download_url_to_file('https://cdn.pixabay.com/photo/2016/10/21/14/46/f
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model = hub.Module(name='U2Net')
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def infer(img):
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img.save("./data/data.png")
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result = model.Segmentation(
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images=[cv2.cvtColor(np.array(img), cv2.COLOR_RGB2BGR)],
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paths=None,
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@@ -24,7 +25,9 @@ def infer(img):
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visualization=True)
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im = Image.fromarray(result[0]['mask'])
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im.save("./data/data_mask.png")
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os.system('python predict.py model.path=/home/user/app/big-lama/ indir=./data outdir=./dataout device=cpu')
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return "./dataout/data_mask.png"
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inputs = gr.inputs.Image(type='pil', label="Original Image")
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outputs = gr.outputs.Image(type="file",label="output")
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model = hub.Module(name='U2Net')
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def infer(img):
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img.save("./data/data.png")
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os.system("ls data")
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result = model.Segmentation(
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images=[cv2.cvtColor(np.array(img), cv2.COLOR_RGB2BGR)],
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paths=None,
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visualization=True)
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im = Image.fromarray(result[0]['mask'])
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im.save("./data/data_mask.png")
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os.system("ls data")
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os.system('python predict.py model.path=/home/user/app/big-lama/ indir=./data outdir=./dataout device=cpu')
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os.system("ls dataout")
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return "./dataout/data_mask.png"
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inputs = gr.inputs.Image(type='pil', label="Original Image")
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outputs = gr.outputs.Image(type="file",label="output")
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