Wap8CN

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

paper-reading

深度学习经典、新论文逐段精读

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

DocsGPT

GPT-powered chat for documentation, chat with your documents

vision_transformer

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

Awesome-Incremental-Learning

Awesome Incremental Learning

TimeSformer

The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"

PyTorch-Pretrained-ViT

Vision Transformer (ViT) in PyTorch

PyCIL

PyCIL: A Python Toolbox for Class-Incremental Learning

mammoth

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

continuum

A clean and simple data loading library for Continual Learning

l2p

Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22

RWF2000-Video-Database-for-Violence-Detection

A large scale video database for violence detection, which has 2,000 video clips containing violent or non-violent behaviours.

l2p-pytorch

PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22

CODA-Prompt

PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"

gftp

gFTP is a free multithreaded file transfer client for *NIX based machines. 56 language translations available.

dualprompt-pytorch

PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22

a-PyTorch-Tutorial-to-Class-Incremental-Learning

a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.

Deep_SLDA

PyTorch implementation of the Deep SLDA method from our CVPRW-2020 paper "Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis"

ocl_survey

Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop

streaming-datasets

A collection of data sets for stream learning.

FeCAM

Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning

ExStream

PyTorch implementation of the ExStream method from our ICRA-2019 paper "Memory Efficient Experience Replay for Streaming Learning"

CLHive

A PyTorch framework for Continual Learning research.

Stream-51

The Stream-51 dataset for streaming classification and novelty detection from videos.

OCD-Net

PyTorch implementation of "Learning from Students: Online Contrastive Distillation Network for General Continual Learning" (IJCAI 2022)

split_cifar-10

Split CIFAR-10 dataset.