Update app.py
Browse files
app.py
CHANGED
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@@ -49,8 +49,8 @@ def gradcam(img_create):
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x_dec = TensorImage(dls_augmented.train.decode((x,))[0][0])
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fig,ax = plt.subplots()
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x_dec.show(ctx=ax)
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ax.imshow(cam_map[1].detach().cpu(), alpha=0.6, extent=(0,
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fig.savefig("gcam.jpg")
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im=cv2.imread("gcam.jpg",1)
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im = cv2.cvtColor(im, cv2.COLOR_BGR2RGB)
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#im=np.fromstring(fig.canvas.tostring_rgb(), dtype=np.uint8, sep='')
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@@ -73,6 +73,6 @@ examples=["filibe-1-1.jpg",
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"varna-1-1.jpg"]
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demo = gr.Interface(fn=gradcam, inputs=image, outputs=[gr.inputs.Image(shape=(
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demo.launch(inline=False)
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x_dec = TensorImage(dls_augmented.train.decode((x,))[0][0])
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fig,ax = plt.subplots()
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x_dec.show(ctx=ax)
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ax.imshow(cam_map[1].detach().cpu(), alpha=0.6, extent=(0,128,128,0), interpolation='bilinear', cmap='magma');
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fig.savefig("gcam.jpg", dpi=199)
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im=cv2.imread("gcam.jpg",1)
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im = cv2.cvtColor(im, cv2.COLOR_BGR2RGB)
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#im=np.fromstring(fig.canvas.tostring_rgb(), dtype=np.uint8, sep='')
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"varna-1-1.jpg"]
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demo = gr.Interface(fn=gradcam, inputs=image, outputs=[gr.inputs.Image(shape=(128,128)), label], examples=examples)
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demo.launch(inline=False)
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