12 open source projects by jacobgil

PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

Visualizing filters by finding images that maximize their outputs

Python implementation for Image Classification based on GMM dictionaries and fisher vectors.

Keras implementation of Deep Convolutional Generative Adversarial Networks

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference

An implementation of Grad-CAM with keras

Keras implementation of class activation mapping

PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation

Porting of Dlib's mmod deep learning face detector model to pytorch, and examples of using it for webcam detection, and face haluciniations

Saliency map generated by back projecting the image histogram on itself, and refinement with Grabcut.