ashutosh1919/explainable-cnn

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

Pythonvisualizationgrad-camcnnpytorchsaliency-mapsaliency-detectioncnn-classificationguided-backpropagationguided-grad-camcnn-visualization-techniqueexplainable-aiexplainable-mlcnn-visualizationcnn-pytorchpytorch-implementationgrad-cam-visualization
This is stars and forks stats for /ashutosh1919/explainable-cnn repository. As of 27 Apr, 2024 this repository has 205 stars and 27 forks.

Explainable CNNs 📦 Flexible visualization package for generating layer-wise explanations for CNNs. It is a common notion that a Deep Learning model is considered as a black box. Working towards this problem, this project provides flexible and easy to use pip package explainable-cnn that will help you to create visualization for any torch based CNN model. Note that it uses one of the data centric approach. This project focusses on making the internal working of the Neural layers more transparent....
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