Commit ·
882d74d
1
Parent(s): 7857874
Removed outdated code in app.py
Browse files
app.py
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import numpy as np
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import PIL.Image as Image
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from model import Model
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import base64
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from io import BytesIO
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model = Model()
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def run(image_path, threshold, num_objects):
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image = Image.open(image_path).convert('RGB')
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canvas = Image.new('RGB', image.size, (0, 0, 0))
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# We copy the image that and fill it with black, to get the dimensions
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rgb = np.array(canvas)
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masks = model(image_path, threshold, num_objects)
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for mask in masks:
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fg = mask > 0.5
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rgb[fg] = 255
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return Image.fromarray(rgb)
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TITLE = 'MaskCut'
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DESCRIPTION = 'This is an unofficial demo for https://github.com/facebookresearch/CutLER.'
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paths = sorted(pathlib.Path('CutLER/maskcut/imgs').glob('*.jpg'))
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demo = gr.Interface(fn=run,
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enable_queue=True,
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inputs=[
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gr.Image(label='Input image', type='filepath'),
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gr.Slider(
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label='Threshold used for producing binary graph',
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minimum=0,
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maximum=1,
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value=0.15,
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step=0.01),
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gr.Slider(
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label='Number of objects in the image',
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minimum=1,
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maximum=10,
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value=1,
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step=1)
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],
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outputs=gr.Image(label='Output image', type="pil"),
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examples=[[path.as_posix(), 0.15, 2] for path in paths],
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title=TITLE,
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description=DESCRIPTION)
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demo.queue(concurrency_count=3, api_open=True)
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demo.launch()
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import subprocess
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# Start HF-MaskCut with uvicorn
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subprocess.run(["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000", "--reload"])
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start.py
DELETED
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import subprocess
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# Start HF-MaskCut with uvicorn
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subprocess.run(["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000", "--reload"])
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