facebookincubator/cinder

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples" https://arxiv.org/abs/2104.13963 and "Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations" https://arxiv.org/abs/2006.10803

A deep learning library for video understanding research.

MADGRAD Optimization Method

PyTorch implementation of Barlow Twins.

D2Go is a toolkit for efficient deep learning

Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdf

Official DeiT repository

PyTorch extensions for high performance and large scale training.