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Update app.py
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app.py
CHANGED
@@ -35,10 +35,10 @@ def predict(image, threshold=0.25, model_id=None):
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#perform inference
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model.conf = threshold
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results = model(image, size=input_size)
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-
results.pandas().xyxy[0].value_counts('name')
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numpy_image = results.render()[0]
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output_image = Image.fromarray(numpy_image)
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return output_image
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gr.Interface(
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title=app_title,
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@@ -49,7 +49,7 @@ gr.Interface(
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gr.Slider(maximum=1, step=0.01, value=0.25),
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gr.Dropdown(models_ids, value=models_ids[-1]),
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],
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outputs=gr.Image(type="pil"),
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examples=examples,
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cache_examples=True if examples else Fale,
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).launch(enable_queue=True)
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#perform inference
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model.conf = threshold
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results = model(image, size=input_size)
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+
count_result = results.pandas().xyxy[0].value_counts('name')
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numpy_image = results.render()[0]
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output_image = Image.fromarray(numpy_image)
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return output_image, count_result
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gr.Interface(
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title=app_title,
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gr.Slider(maximum=1, step=0.01, value=0.25),
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gr.Dropdown(models_ids, value=models_ids[-1]),
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],
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outputs=[gr.Image(type="pil"),gr.Textbox(show_label=False)],
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examples=examples,
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cache_examples=True if examples else Fale,
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).launch(enable_queue=True)
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