Row 6702

Row ID: 6702 | Dataset Entry | Axioma AXP Content Repository

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Hi all! I'm struggling explaining [this model ](https://jacobgil.github.io/pytorch-gradcam-book/Deep%20Feature%20Factorizations.html)through this [XAI method](https://jacobgil.github.io/pytorch-gradcam-book/Deep%20Feature%20Factorizations.html).

In particular, I don't understand the specific Pytorch parameters, like:

dff = DeepFeatureFactorization(model=model, target_layer=model.layer4, computation_on_concepts=classifier)

1. How can I mention the target layer of xrv.models.DenseNet(weights="densenet121-res224-all")?

2. What is the classifier?

3. The framework requires an input tensor. Is img = torch.from\_numpy(img) the correct one?

Thank you

FieldValue
text Hi all! I'm struggling explaining [this model ](https://jacobgil.github.io/pytorch-gradcam-book/Deep%20Feature%20Factorizations.html)through this [XAI method](https://jacobgil.github.io/pytorch-gradcam-book/Deep%20Feature%20Factorizations.html). In particular, I don't understand the specific Pytorch parameters, like: dff = DeepFeatureFactorization(model=model, target_layer=model.layer4, computation_on_concepts=classifier) 1. How can I mention the …
label r/pytorch
dataType post
communityName r/pytorch
datetime 2024-05-12
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Raw Record

{
  "text": "Hi all!  \nI'm struggling explaining [this model ](https://jacobgil.github.io/pytorch-gradcam-book/Deep%20Feature%20Factorizations.html)through this [XAI method](https://jacobgil.github.io/pytorch-gradcam-book/Deep%20Feature%20Factorizations.html).\n\nIn particular, I don't understand the specific Pytorch parameters, like:\n\n    dff = DeepFeatureFactorization(model=model, target_layer=model.layer4, \n                                       computation_on_concepts=classifier)\n\n1. How can I mention the target layer of  xrv.models.DenseNet(weights=\"densenet121-res224-all\")?\n\n2. What is the classifier?\n\n3. The framework requires an input tensor. Is img = torch.from\\_numpy(img) the correct one?\n\n  \nThank you",
  "label": "r/pytorch",
  "dataType": "post",
  "communityName": "r/pytorch",
  "datetime": "2024-05-12",
  "username_encoded": "Z0FBQUFBQm5LakwzTVRxVzhacC1qZFl5U1ZCd3pMcmFVMlN3ZTBTQWxheXp2RXhpdmJjMWN2cFQ5TC04VHRNRENod3lublBMWWV6b1FKRktXRjBULURUVmhrYjBhMmF0ZkE9PQ==",
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}
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