Danqing Kang's repositories
algorithm-pattern
算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~
angel
A Flexible and Powerful Parameter Server for large-scale machine learning
BalancedGroupSoftmax
CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.
captcha_trainer
[验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.
ContourNet
A PyTorch implementation of "ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text Detection"
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes.
DeepInversion
Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)
Det3D
A general 3D object detection codebse.
FairMOT
A simple baseline for one-shot multi-object tracking
FSL-DAPNA
Code for FSL model DAPNA (ICML2020).
GFocal
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection
ghostnet
[CVPR2020] Surpassing MobileNetV3: "GhostNet: More Features from Cheap Operations"
google-research
Google Research
keras-io
Keras documentation, hosted live at keras.io
OpenSelfSup
Self-Supervised Learning Toolbox and Benchmark
PaddleOCR
OCR toolkit based on PaddlePaddle （基于飞桨的OCR工具库，包含总模型仅8.6M的超轻量级中文OCR，同时支持多种文本检测、文本识别的训练算法。）
panoptic-deeplab
This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)
PCDet
PCDet Toolbox in PyTorch for 3D Object Detection from Point Cloud
PixelLib
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
pulse
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
siggraphasia2019_remastering
Code for the paper "DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement". http://iizuka.cs.tsukuba.ac.jp/projects/remastering/
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
tensorrtx
Implementation of popular deep learning networks with TensorRT network definition APIs
textshot
Python tool for grabbing text via screenshot
tunit
Rethinking the Truly Unsupervised Image-to-Image Translation - Official PyTorch Implementation
unsup3d
(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
yolov3-channel-and-layer-pruning
yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > iOS