Jacob Gildenblat (@jacobgil)
github

jacobgil

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  • Stars
    star
    15,002
  • Global Rank 1,245 (Top 0.05 %)
  • Followers 929
  • Following 5
  • Registered over 11 years ago
  • Most used languages
    Python
         90.0 %
    HTML
         5.0 %
    MATLAB
         5.0 %
  • Location 🇮🇱 Israel
  • Country Total Rank 20
  • Country Ranking
    Python
         2
    MATLAB
         11
    HTML
         111

Top repositories

1

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Python
10,410
star
2

keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks
Python
976
star
3

pytorch-pruning

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
Python
873
star
4

vit-explain

Explainability for Vision Transformers
Python
791
star
5

keras-grad-cam

An implementation of Grad-CAM with keras
Python
656
star
6

pytorch-explain-black-box

PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation
Python
336
star
7

keras-cam

Keras implementation of class activation mapping
Python
335
star
8

pytorch-tensor-decompositions

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.
Python
275
star
9

pytorch-zssr

PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning
Python
199
star
10

pyfishervector

Python implementation for Image Classification based on GMM dictionaries and fisher vectors.
Python
137
star
11

keras-filter-visualization

Visualizing filters by finding images that maximize their outputs
Python
136
star
12

confidenceinterval

The long missing library for python confidence intervals
Python
125
star
13

keras-steering-angle-visualizations

Visualizations for understanding the regressed wheel steering angle for self driving cars
Python
61
star
14

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
Python
32
star
15

saliency-from-backproj

Saliency map generated by back projecting the image histogram on itself, and refinement with Grabcut.
Python
28
star
16

BagOfVisualWords

A simple Matlab implementation of Bag Of Words with SIFT keypoints and HoG descriptors, using VLFeat.
MATLAB
25
star
17

Ambrosio-Tortorelli-Minimizer

Python implementation of minimizing the mumford-shah functional for piecewise smooth image approximation.
Python
25
star
18

CaffeFeaturesExample

Sample code for classifying images into two categories using Caffe features + SVM.
Python
10
star
19

jacobgil.github.io

Personal blog
HTML
9
star
20

TensorFlowFeaturesExample

Extracting features from a tensor flow model for transfer learning
Python
4
star
21

jacobgil

github profile readme
1
star
22

pytorch-gradcam-book

A jupyter-book documentation for the pytorch-gradcam package
1
star