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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.keras-dcgan
Keras implementation of Deep Convolutional Generative Adversarial Networkspytorch-pruning
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inferencevit-explain
Explainability for Vision Transformerskeras-grad-cam
An implementation of Grad-CAM with keraspytorch-explain-black-box
PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbationkeras-cam
Keras implementation of class activation mappingpytorch-tensor-decompositions
PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.pytorch-zssr
PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learningpyfishervector
Python implementation for Image Classification based on GMM dictionaries and fisher vectors.keras-filter-visualization
Visualizing filters by finding images that maximize their outputsconfidenceinterval
The long missing library for python confidence intervalskeras-steering-angle-visualizations
Visualizations for understanding the regressed wheel steering angle for self driving carsdlib_facedetector_pytorch
Porting of Dlib's mmod deep learning face detector model to pytorch, and examples of using it for webcam detection, and face haluciniationssaliency-from-backproj
Saliency map generated by back projecting the image histogram on itself, and refinement with Grabcut.BagOfVisualWords
A simple Matlab implementation of Bag Of Words with SIFT keypoints and HoG descriptors, using VLFeat.Ambrosio-Tortorelli-Minimizer
Python implementation of minimizing the mumford-shah functional for piecewise smooth image approximation.CaffeFeaturesExample
Sample code for classifying images into two categories using Caffe features + SVM.jacobgil.github.io
Personal blogjacobgil
github profile readmepytorch-gradcam-book
A jupyter-book documentation for the pytorch-gradcam packageLove Open Source and this site? Check out how you can help us