Jacob Gildenblat
Jacob Gildenblat
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
pytorch-pruning
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
pytorch-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 Learning
saliency-from-backproj
Saliency map generated by back projecting the image histogram on itself, and refinement with Grabcut.
vit-explain
Explainability for Vision Transformers
confidenceinterval
The long missing library for python confidence intervals