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Hello, this is an interesting project, but I encountered an error.
My setting: Ubuntu16.04, anaconda3, python3.5.4, tensorflow-gpu 1.6.0, Keras 2.1.5, GPU GTX 1080Ti
I used a dog/cat dataset fro…
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Hi all,
I had a question. When I use `Fullgrad` (or its smooth version) I experience very strong checkerboard patterns. I'm aware this is a fairly [well know issue](https://distill.pub/2016/deconv-…
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嗨，我尝试运行RetinaNet示例代码。 该程序开始运行，但不久后失败。 那是最后几行：
Hi, I tried to run the RetinaNet sample code. The program started to run, but failed shortly after. Those are the last few lines:
```python
feature s…
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Hi,
During my classification process, I would like to visualize the focus areas of the Mask RCNN neural network.
I am aware of methods like GradCAM that enable the same.
I tried implementing …
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### **This is my code:**
`model = model.to("cuda")
def load_image(image_path = "Normal-3000.png"):
raw_image = cv2.imread(image_path)
raw_image = cv2.resize(raw_image, (224,) * 2)
ima…
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Hi @jacobgil. It's a nice work! Thanks to you and all the contributors behind it.
I tried replacing norm1 with block[-1].attn or norm2 without any other changes, but the gradient seems to be 0, as …
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I'm using Keras' VGG16 to classify a picture of a dog and am generating a heatmap from GradCAM.explain.
Using .1.0 and specifying the layer_name of "block5_conv3" gives a much nicer heatmap (firs…
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Create class activation maps to explain the black-box nature of convolutional neural networks. Remember, that this is primarily aimed at customed trained models rather than pre-trained models so that …
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Hey author,
Can you explain how can we implement GRADCAM for object detection result model?
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Thank you for your work!
I am impressed with the integration of the visualization technique GradCAM!
I am currently applying GradCAM to Kinetics.
I am wondering which layer I should use for visua…