Spaces:
Sleeping
Sleeping
Clement Vachet
commited on
Commit
•
2ccf6ca
1
Parent(s):
0ee6bfc
Add threshold UI component
Browse files
app.py
CHANGED
@@ -45,11 +45,11 @@ def get_output_figure(pil_img, results, threshold):
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#@spaces.GPU
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def detect(image):
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results = model_pipeline(image)
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print(results)
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output_figure = get_output_figure(image, results, threshold=
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buf = io.BytesIO()
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output_figure.savefig(buf, bbox_inches="tight")
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@@ -71,9 +71,10 @@ with gr.Blocks() as demo:
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gr.Interface(
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fn=detect,
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inputs=gr.Image(label="Input image", type="pil"),
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outputs=[gr.Image(label="Output prediction", type="pil")],
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examples=['samples/savanna.jpg'],
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)
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demo.launch(show_error=True)
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#@spaces.GPU
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def detect(image, threshold=0.9):
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results = model_pipeline(image)
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print(results)
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output_figure = get_output_figure(image, results, threshold=threshold)
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buf = io.BytesIO()
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output_figure.savefig(buf, bbox_inches="tight")
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gr.Interface(
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fn=detect,
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inputs=[gr.Image(label="Input image", type="pil"), \
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gr.Slider(0, 1.0, value=0.9, label='Threshold')],
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outputs=[gr.Image(label="Output prediction", type="pil")],
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examples=[['samples/savanna.jpg']],
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)
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demo.launch(show_error=True)
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