vit-explain
Explainability for Vision Transformers (by jacobgil)
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more. (by jacobgil)
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| vit-explain | pytorch-grad-cam | |
|---|---|---|
| 2 | 5 | |
| 708 | 9,410 | |
| - | - | |
| 0.0 | 5.4 | |
| about 2 years ago | about 1 month ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
vit-explain
Posts with mentions or reviews of vit-explain.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-17.
- [D] Off-the-shelf image saliency scoring models?
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Explainability for Vision Transformers TF Implementation
Im trying to implement this code of visualization/explainability of ViT's in tensorflow but im having trouble trying to find a similar function of the module.RegisterForwardHook for TF. Any ideas on how can I do it?
pytorch-grad-cam
Posts with mentions or reviews of pytorch-grad-cam.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-02-13.
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Exploring GradCam and More with FiftyOne
For the two examples we will be looking at, we will be using pytorch_grad_cam, an incredible open source package that makes working with GradCam very easy. There are excellent other tutorials to check out on the repo as well.
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Which layers are doing image segmentation on AutoEncoders/U-NET?
https://github.com/jacobgil/pytorch-grad-cam.
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[D] Algorithm for view prediction?
I know I would like to use grad-CAM https://github.com/jacobgil/pytorch-grad-cam
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[P] Adapting Class Activation Maps for Object Detection and Semantic Segmentation
https://github.com/jacobgil/pytorch-grad-cam is a project that has a comprehensive collection of Pixel Attribution Methods for PyTorch (like the package name grad-cam that was the original algorithm implemented).
- [Project] Recent Class Activation Map Methods for CNNs and Vision Transformers