Semi-Supervised Action Recognition with Temporal Contrastive Learning

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Comprehensive Python Cheatsheet

A curated list of references for MLOps

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

AI for GNU Image Manipulation Program

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

Latex code for making neural networks diagrams

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

A curated list of awesome Python frameworks, libraries, software and resources

📎 Summaries of papers on deep learning

Deep learning with dynamic computation graphs in TensorFlow

Image Segmentation framework based on Tensorflow and TF-Slim library

Protocol Buffers - Google's data interchange format

Tools to participate in the ActivityNet Challenge 2016 (NIPSW 2016)

Video-friendly caffe -- comes with the most recent version of Caffe (as of Jan 2019), a video reader, 3D(ND) pooling layer, and an example training script for C3D network and UCF-101 data

Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings

Gaussian processes framework in python