Jacob Gildenblat's repositories
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 Networks
pytorch-pruning
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
vit-explain
Explainability for Vision Transformers
keras-grad-cam
An implementation of Grad-CAM with keras
pytorch-explain-black-box
PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation
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
pyfishervector
Python implementation for Image Classification based on GMM dictionaries and fisher vectors.
keras-filter-visualization
Visualizing filters by finding images that maximize their outputs
confidenceinterval
The long missing library for python confidence intervals
keras-steering-angle-visualizations
Visualizations for understanding the regressed wheel steering angle for self driving cars
dlib_facedetector_pytorch
Porting of Dlib's mmod deep learning face detector model to pytorch, and examples of using it for webcam detection, and face haluciniations
saliency-from-backproj
Saliency map generated by back projecting the image histogram on itself, and refinement with Grabcut.
Ambrosio-Tortorelli-Minimizer
Python implementation of minimizing the mumford-shah functional for piecewise smooth image approximation.
BagOfVisualWords
A simple Matlab implementation of Bag Of Words with SIFT keypoints and HoG descriptors, using VLFeat.
CaffeFeaturesExample
Sample code for classifying images into two categories using Caffe features + SVM.
jacobgil.github.io
Personal blog
TensorFlowFeaturesExample
Extracting features from a tensor flow model for transfer learning
pytorch-gradcam-book
A jupyter-book documentation for the pytorch-gradcam package
tensorly-notebooks
Tensor methods in Python with TensorLy
irisai_herohe
Code for the 2020 HEROHE challenge
tfjs-yolo-tiny-demo
Demo for https://www.npmjs.com/package/tfjs-yolo-tiny