shensheng27

shensheng27's Stars

• huggingface/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

  Language:Python32.7k3169434.8k

• Python-World/python-mini-projects

  A collection of simple python mini projects to enhance your python skills

  Language:Python15.1k2881845k

• PeterL1n/RobustVideoMatting

  Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

  Language:Python8.7k1392501.1k

• meituan/YOLOv6

  YOLOv6: a single-stage object detection framework dedicated to industrial applications.

  Language:Jupyter Notebook5.7k628011k

• facebookresearch/moco

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

  Language:Python4.8k52135795

• dkozlov/awesome-knowledge-distillation

  Awesome Knowledge Distillation

  3.5k1138496

• FLHonker/Awesome-Knowledge-Distillation

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

  2.5k6112336

• switchablenorms/DeepFashion2

  DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf

  Language:Jupyter Notebook2.3k9687361

• HobbitLong/RepDistiller

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

  Language:Python2.2k1757401

• haitongli/knowledge-distillation-pytorch

  A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

  Language:Python1.9k2025346

• AberHu/Knowledge-Distillation-Zoo

  Pytorch implementation of various Knowledge Distillation (KD) methods.

  Language:Python1.6k2317270

• rwightman/gen-efficientnet-pytorch

  Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

  Language:Python1.6k4355214

• yoshitomo-matsubara/torchdistill

  A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

  Language:Python1.4k2048131

• TorchSSL/TorchSSL

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

  Language:Python1.3k1563187

• JonathonLuiten/TrackEval

  HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).

  Language:Python99318109251

• DingXiaoH/ACNet

  ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

  Language:Python8361451133

• IrvingMeng/MagFace

  MagFace: A Universal Representation for Face Recognition and Quality Assessment, CVPR2021, Oral

  Language:Jupyter Notebook633166584

• SforAiDl/KD_Lib

  A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

  Language:Python612166358

• PeterouZh/CIPS-3D

  3D-aware GANs based on NeRF (arXiv).

  Language:Python611293960

• HuangYG123/CurricularFace

  CurricularFace(CVPR2020)

  Language:Python533224272

• JudasDie/SOTS

  Single object tracking and segmentation.

  Language:Python489119976

• NVlabs/DeepInversion

  Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)

  Language:Python489242479

• open-mmlab/OpenUnReID

  PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

  Language:Python397134667

• dvl-tum/mot_neural_solver

  Official PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking" (CVPR 2020 Oral).

  Language:Python348234170

• yxgeee/SpCL

  [NeurIPS-2020] Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID.

  Language:Python32474567

• karanchahal/distiller

  A large scale study of Knowledge Distillation.

  Language:Python2199530

• xiaoboCASIA/SV-X-Softmax

  Language:Python18621920

• Wangjing1551/LogoDet-3K-Dataset

  17591521

• robot-learning-freiburg/MM-DistillNet

  PyTorch code for training MM-DistillNet for multimodal knowledge distillation. http://rl.uni-freiburg.de/research/multimodal-distill

  Language:Python5882214

• chenhao2345/ABMT

  Implementation for WACV2021 paper "Enhancing Diversity in Teacher-Student Networks via Asymmetric branches for Unsupervised Person Re-identification"

  Language:Python18195