nmakes

pytorch-receptive-field

Compute CNN receptive field size in pytorch in one line

hydra

Hydra is a framework for elegantly configuring complex applications

pytorch-fid

Compute FID scores with PyTorch.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

Awesome-explainable-AI

A collection of research materials on explainable AI/ML

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

assignment1

Rendering Basics with PyTorch3D

gdrive

Google Drive CLI Client

DynamicNeRF

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

pytorch_geometric

Graph Neural Network Library for PyTorch

FLAME_PyTorch

This is a implementation of the 3D FLAME model in PyTorch

omnimatte

DomainBed

DomainBed is a suite to test domain generalization algorithms

fullgrad-saliency

Full-gradient saliency maps

keras-ste-layers

STE (stochastically trained ensemble) layer implementation for Keras

intro-to-cv-ud810

Problem Set solutions for the "Introduction to Computer Vision (ud810)" MOOC from Udacity

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

numpy

The fundamental package for scientific computing with Python.

USFDA

Universal Source-Free Domain Adaptation (CVPR 2020)

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

BPFC

Towards Achieving Adversarial Robustness by Enforcing Feature Consistency Across Bit Planes

InheriTune

Code Release for the CVPR 2020 (oral) paper, "Towards Inheritable Models for Open-set Domain Adaptation".

ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

Snake

A simple game built using Python Pygame Library

Mini-Conf

Run a conference from your backyard.

deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

sps

Official code for the Stochastic Polyak step-size optimizer

sls

Implements stochastic line search