andrewliao11

env-aware-program-gen

[CVPR2019] Synthesizing Environment-Aware Activities via Activity Sketches

ece1505-convex-active-learning

andrewliao11.github.io

BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

bootswatch

Themes for Bootstrap

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

CLIP

Contrastive Language-Image Pretraining

CMC

"Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

Continual-Learning-Benchmark

Evaluate three types of task shifting with popular continual learning algorithms.

csc2611-course-semantic-change

csc2626w22

DatasetCondensation

DeeperCluster

Implements the unsupervised pre-training of convolutional neural networks

detr

End-to-End Object Detection with Transformers

efficient-annotation-cookbook

Official implementation of "Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets" (CVPR2021)

fined-grain-dataset

Grounded-Segment-Anything

Grounded-SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

moco

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

nuscenes-devkit

The devkit of the nuScenes dataset.

OpenSelfSup

Self-Supervised Learning Toolbox and Benchmark

robomimic

robomimic: A Modular Framework for Robot Learning from Demonstration

simclr-converter

A PyTorch converter for SimCLR checkpoints

stable-continual-learning

Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)

swav

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

ttt_cifar_release

TTT Code Release

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.