pytorch-grad-cam VS Transformer-MM-Explainability

Compare pytorch-grad-cam vs Transformer-MM-Explainability and see what are their differences.

Transformer-MM-Explainability

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA. (by hila-chefer)
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pytorch-grad-cam Transformer-MM-Explainability
5 3
9,456 704
- -
5.4 0.0
about 1 month ago 8 months ago
Python Jupyter Notebook
MIT License MIT License
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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.

Transformer-MM-Explainability

Posts with mentions or reviews of Transformer-MM-Explainability. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-28.

What are some alternatives?

When comparing pytorch-grad-cam and Transformer-MM-Explainability you can also consider the following projects:

Transformer-Explainability - [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

TorchDrift - Drift Detection for your PyTorch Models

pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]

explainerdashboard - Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch

shap - A game theoretic approach to explain the output of any machine learning model.

tf-keras-vis - Neural network visualization toolkit for tf.keras

clip-italian - CLIP (Contrastive Languageā€“Image Pre-training) for Italian

pytorch-tutorial - PyTorch Tutorial for Deep Learning Researchers

pytea - PyTea: PyTorch Tensor shape error analyzer

Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time

WeightWatcher - The WeightWatcher tool for predicting the accuracy of Deep Neural Networks