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pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Python ★ 13k 7d agoExplain → -
vit-explain
Explainability for Vision Transformers
Python ★ 1.1k 4y agoExplain → -
keras-dcgan
Keras implementation of Deep Convolutional Generative Adversarial Networks
Python ★ 978 9y agoExplain → -
pytorch-pruning
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
Python ★ 885 7y agoExplain → -
keras-grad-cam
An implementation of Grad-CAM with keras
Python ★ 664 7y agoExplain → -
keras-cam
Keras implementation of class activation mapping
Python ★ 336 9y agoExplain → -
pytorch-explain-black-box
PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation
Python ★ 335 4y agoExplain → -
pytorch-tensor-decompositions
PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.
Python ★ 288 4y agoExplain → -
pytorch-zssr
PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning
Python ★ 203 8y agoExplain → -
confidenceinterval
The long missing library for python confidence intervals
Python ★ 146 2y agoExplain → -
pyfishervector
Python implementation for Image Classification based on GMM dictionaries and fisher vectors.
Python ★ 140 9y agoExplain → -
keras-filter-visualization
Visualizing filters by finding images that maximize their outputs
Python ★ 135 8y agoExplain → -
keras-steering-angle-visualizations
Visualizations for understanding the regressed wheel steering angle for self driving cars
Python ★ 61 9y agoExplain → -
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 ★ 33 8y agoExplain → -
saliency-from-backproj
Saliency map generated by back projecting the image histogram on itself, and refinement with Grabcut.
Python ★ 29 8y agoExplain → -
Ambrosio-Tortorelli-Minimizer
Python implementation of minimizing the mumford-shah functional for piecewise smooth image approximation.
Python ★ 26 3y agoExplain → -
BagOfVisualWords
A simple Matlab implementation of Bag Of Words with SIFT keypoints and HoG descriptors, using VLFeat.
Matlab ★ 25 5y agoExplain → -
pcc
Preserving Clusters and Correlations: Dimensionality reduction with exceptional high global structure preservation
Python ★ 16 5mo agoExplain → -
CaffeFeaturesExample
Sample code for classifying images into two categories using Caffe features + SVM.
Python ★ 10 11y agoExplain → -
jacobgil.github.io
Personal blog
HTML ★ 9 1mo agoExplain → -
msi_visual
No description.
Jupyter Notebook ★ 6 4mo agoExplain → -
TensorFlowFeaturesExample
Extracting features from a tensor flow model for transfer learning
Python ★ 4 10y agoExplain → -
jacobgil
github profile readme
★ 1 6mo agoExplain → -
pytorch-gradcam-book
A jupyter-book documentation for the pytorch-gradcam package
★ 1 3y agoExplain → -
tensorly-notebooks ⑂
Tensor methods in Python with TensorLy
Jupyter Notebook ★ 1 8y agoExplain → -
tensorly ⑂
TensorLy: Tensor Learning in Python.
Python ★ 1 8y agoExplain → -
msi-atlas
Mass spectrometry imaging and explainable machine learning uncover the brain's lipid landscapes
Jupyter Notebook ★ 0 1y agoExplain → -
methylation
No description.
Python ★ 0 4mo agoExplain → -
zadu ⑂
A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings
★ 0 1y agoExplain → -
irisai_herohe
Code for the 2020 HEROHE challenge
Python ★ 0 3y agoExplain → -
model_debug
No description.
★ 0 8y agoExplain → -
tfjs-yolo-tiny-demo ⑂
Demo for https://www.npmjs.com/package/tfjs-yolo-tiny
JavaScript ★ 0 8y agoExplain → -
dotfiles
Personal dotfiles I use for emacs etc
Emacs Lisp ★ 0 9y agoExplain →
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