Jacob Gildenblat (@jacobgil)
github

jacobgil

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  • Stars
    star
    13,872
  • Global Rank 1,339 (Top 0.05 %)
  • Followers 888
  • Following 5
  • Registered over 10 years ago
  • Most used languages
    Python
         90.0 %
    HTML
         5.0 %
    MATLAB
         5.0 %
  • Location ๐Ÿ‡ฎ๐Ÿ‡ฑ Israel
  • Country Total Rank 20
  • Country Ranking
    Python
         2
    MATLAB
         11
    HTML
         110

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
9,463
star
2

keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks
Python
971
star
3

pytorch-pruning

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
Python
860
star
4

vit-explain

Explainability for Vision Transformers
Python
697
star
5

keras-grad-cam

An implementation of Grad-CAM with keras
Python
653
star
6

keras-cam

Keras implementation of class activation mapping
Python
334
star
7

pytorch-explain-black-box

PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation
Python
334
star
8

pytorch-tensor-decompositions

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.
Python
267
star
9

pytorch-zssr

PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning
Python
198
star
10

keras-filter-visualization

Visualizing filters by finding images that maximize their outputs
Python
136
star
11

pyfishervector

Python implementation for Image Classification based on GMM dictionaries and fisher vectors.
Python
136
star
12

confidenceinterval

The long missing library for python confidence intervals
Python
110
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
27
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