利用HuggingFace的官方下载工具从镜像网站进行高速下载。

u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model

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

deep learning for image processing including classification and object-detection etc.

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

Open Source Differentiable Computer Vision Library

CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

Codebase for Image Classification Research, written in PyTorch.

Lists the papers related to imbalance problems in object detection [TPAMI]

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization

The pure and clear PyTorch Distributed Training Framework.

Pytorch implementation of various Knowledge Distillation (KD) methods.

Distilling a Powerful Student Model via Online Knowledge Distillation

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'

Official DeiT repository

A simple reimplement Online Knowledge Distillation via Collaborative Learning with pytorch

Self-Supervised Learning Toolbox and Benchmark

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

The official implementation of MP_{ada} in Attention-based Multi-patch Aggregation for Image Aesthetic Assessment (MM 2018)

An unofficial implementation of Deep Mutual Learning by Pytorch to do classification on cifar100.

A state-of-the-art semi-supervised method for image recognition

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

[ECCV2020] Knowledge Distillation Meets Self-Supervision

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing