explainable-cnn VS pytorch-grad-cam

Compare explainable-cnn vs pytorch-grad-cam and see what are their differences.

explainable-cnn

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs. (by ashutosh1919)
explainable-ai explainable-ml Cnn cnn-pytorch cnn-classification grad-cam grad-cam-visualization saliency-map saliency-detection Visualization cnn-visualization cnn-visualization-technique guided-backpropagation guided-grad-cam Pytorch pytorch-implementation
Source Code
pypi.org
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pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more. (by jacobgil)
Deep Learning Pytorch grad-cam Visualizations Interpretability interpretable-ai interpretable-deep-learning score-cam class-activation-maps vision-transformers explainable-ai xai image-classification Machine Learning object-detection Computer Vision explainable-ml
Source Code
jacobgil.github.io
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explainable-cnn pytorch-grad-cam
1 5
213 9,652
- -
5.3 5.0
9 months ago 4 days ago
Python Python
MIT License MIT License
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explainable-cnn

Posts with mentions or reviews of explainable-cnn. We have used some of these posts to build our list of alternatives and similar projects.

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.

What are some alternatives?

When comparing explainable-cnn and pytorch-grad-cam you can also consider the following projects:

AIX360 - Interpretability and explainability of data and machine learning models

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

pytorch-image-models - The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

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]

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

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

DALEX - moDel Agnostic Language for Exploration and eXplanation

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.

pytorch-tutorial - PyTorch Tutorial for Deep Learning Researchers

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

EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

explainable-cnn vs AIX360 pytorch-grad-cam vs Transformer-Explainability explainable-cnn vs pytorch-image-models pytorch-grad-cam vs pytorch-lightning explainable-cnn vs tf-keras-vis pytorch-grad-cam vs pytorch-CycleGAN-and-pix2pix explainable-cnn vs DALEX pytorch-grad-cam vs tf-keras-vis pytorch-grad-cam vs Transformer-MM-Explainability pytorch-grad-cam vs pytorch-tutorial pytorch-grad-cam vs Real-Time-Voice-Cloning pytorch-grad-cam vs EasyOCR