Pinned Repositories
keras-cam
Keras implementation of class activation mapping
keras-dcgan
Keras implementation of Deep Convolutional Generative Adversarial Networks
keras-grad-cam
An implementation of Grad-CAM with keras
pyfishervector
Python implementation for Image Classification based on GMM dictionaries and fisher vectors.
pytorch-explain-black-box
PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
pytorch-pruning
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
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
vit-explain
Explainability for Vision Transformers
jacobgil's Repositories
jacobgil/pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
jacobgil/keras-dcgan
Keras implementation of Deep Convolutional Generative Adversarial Networks
jacobgil/vit-explain
Explainability for Vision Transformers
jacobgil/pytorch-pruning
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
jacobgil/keras-grad-cam
An implementation of Grad-CAM with keras
jacobgil/keras-cam
Keras implementation of class activation mapping
jacobgil/pytorch-explain-black-box
PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation
jacobgil/pytorch-tensor-decompositions
PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.
jacobgil/pytorch-zssr
PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning
jacobgil/pyfishervector
Python implementation for Image Classification based on GMM dictionaries and fisher vectors.
jacobgil/confidenceinterval
The long missing library for python confidence intervals
jacobgil/keras-filter-visualization
Visualizing filters by finding images that maximize their outputs
jacobgil/keras-steering-angle-visualizations
Visualizations for understanding the regressed wheel steering angle for self driving cars
jacobgil/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
jacobgil/saliency-from-backproj
Saliency map generated by back projecting the image histogram on itself, and refinement with Grabcut.
jacobgil/Ambrosio-Tortorelli-Minimizer
Python implementation of minimizing the mumford-shah functional for piecewise smooth image approximation.
jacobgil/BagOfVisualWords
A simple Matlab implementation of Bag Of Words with SIFT keypoints and HoG descriptors, using VLFeat.
jacobgil/jacobgil.github.io
Personal blog
jacobgil/TensorFlowFeaturesExample
Extracting features from a tensor flow model for transfer learning
jacobgil/msi_visual
jacobgil/jacobgil
github profile readme
jacobgil/pcc
Preserving Clusters and Correlations: Dimensionality reduction with exceptional high global structure preservation
jacobgil/pytorch-gradcam-book
A jupyter-book documentation for the pytorch-gradcam package
jacobgil/tensorly
TensorLy: Tensor Learning in Python.
jacobgil/tensorly-notebooks
Tensor methods in Python with TensorLy
jacobgil/dotfiles
Personal dotfiles I use for emacs etc
jacobgil/irisai_herohe
Code for the 2020 HEROHE challenge
jacobgil/model_debug
jacobgil/tfjs-yolo-tiny-demo
Demo for https://www.npmjs.com/package/tfjs-yolo-tiny
jacobgil/zadu
A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings