Tingyu LIN's starred repositories
releasing-research-code
发布研究论文代码的小技巧
leedl-tutorial
《李宏毅深度学习教程》(李宏毅老师推荐👍,苹果书🍎),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases
hands-on-data-analysis
动手学数据分析以项目为主线,知识点孕育其中,通过边学、边做、边引导来得到更好的学习效果
Dependencies
A rewrite of the old legacy software "depends.exe" in C# for Windows devs to troubleshoot dll load dependencies issues.
chrome-bookmark
Chrome自定义书签,一个不需要VPN翻墙就能管理Chrome书签的工具!
PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
Synchronized-BatchNorm-PyTorch
Synchronized Batch Normalization implementation in PyTorch.
imaginaire
NVIDIA's Deep Imagination Team's PyTorch Library
CV-Surveys
计算机视觉相关综述。包括目标检测、跟踪........
insightface
State-of-the-art 2D and 3D Face Analysis Project
PaddleSlim
PaddleSlim is an open-source library for deep model compression and architecture search.
mmpretrain
OpenMMLab Pre-training Toolbox and Benchmark
albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
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
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming