jacobgil/saliency-from-backproj jacobgil/saliency-from-backproj

  • Stars
    star
    28
  • Rank 855,867 (Top 18 %)
  • Language
    Python
  • Created about 9 years ago
  • Updated about 6 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
jacobgil/saliency-from-backproj
github

jacobgil

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

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

More 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
9,521
star
2

keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks
Python
975
star
3

pytorch-pruning

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
Python
866
star
4

vit-explain

Explainability for Vision Transformers
Python
742
star
5

keras-grad-cam

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

keras-cam

Keras implementation of class activation mapping
Python
335
star
7

pytorch-explain-black-box

PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation
Python
335
star
8

pytorch-tensor-decompositions

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.
Python
269
star
9

pytorch-zssr

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

pyfishervector

Python implementation for Image Classification based on GMM dictionaries and fisher vectors.
Python
138
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
118
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

BagOfVisualWords

A simple Matlab implementation of Bag Of Words with SIFT keypoints and HoG descriptors, using VLFeat.
MATLAB
25
star
16

Ambrosio-Tortorelli-Minimizer

Python implementation of minimizing the mumford-shah functional for piecewise smooth image approximation.
Python
25
star
17

CaffeFeaturesExample

Sample code for classifying images into two categories using Caffe features + SVM.
Python
10
star
18

jacobgil.github.io

Personal blog
HTML
9
star
19

TensorFlowFeaturesExample

Extracting features from a tensor flow model for transfer learning
Python
4
star
20

jacobgil

github profile readme
1
star
21

pytorch-gradcam-book

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