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pytorch-grad-cam Public
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
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confidenceinterval Public
The long missing library for python confidence intervals
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jacobgil.github.io Public
Personal blog
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Python implementation of minimizing the mumford-shah functional for piecewise smooth image approximation.
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pytorch-gradcam-book Public
A jupyter-book documentation for the pytorch-gradcam package
1 UpdatedOct 18, 2022 -
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vit-explain Public
Explainability for Vision Transformers
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PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.
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pytorch-explain-black-box Public
PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation
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BagOfVisualWords Public
A simple Matlab implementation of Bag Of Words with SIFT keypoints and HoG descriptors, using VLFeat.
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pytorch-pruning Public
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
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keras-grad-cam Public
An implementation of Grad-CAM with keras
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tfjs-yolo-tiny-demo Public
Forked from ModelDepot/tfjs-yolo-tiny-demoDemo for https://www.npmjs.com/package/tfjs-yolo-tiny
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tensorly-notebooks Public
Forked from JeanKossaifi/tensorly-notebooksTensor methods in Python with TensorLy
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tensorly Public
Forked from tensorly/tensorlyTensorLy: Tensor Learning in Python.
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saliency-from-backproj Public
Saliency map generated by back projecting the image histogram on itself, and refinement with Grabcut.
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keras-filter-visualization Public
Visualizing filters by finding images that maximize their outputs
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dlib_facedetector_pytorch Public
Porting of Dlib's mmod deep learning face detector model to pytorch, and examples of using it for webcam detection, and face haluciniations
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pytorch-zssr Public
PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning
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keras-cam Public
Keras implementation of class activation mapping
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keras-dcgan Public
Keras implementation of Deep Convolutional Generative Adversarial Networks
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pyfishervector Public
Python implementation for Image Classification based on GMM dictionaries and fisher vectors.
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Visualizations for understanding the regressed wheel steering angle for self driving cars
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TensorFlowFeaturesExample Public
Extracting features from a tensor flow model for transfer learning
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CaffeFeaturesExample Public
Sample code for classifying images into two categories using Caffe features + SVM.