sailyung's repositories
human-pose-estimation
simple and lightweight humanpose estimation
crowd_counting
LCNet
AdderNet
Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"
awesome-AI-books
Some awesome AI related books and pdfs for learning and downloading
Awesome-Crowd-Counting
Awesome Crowd Counting
C-3-Framework
An open-source PyTorch code for crowd counting
CenterNet-better
An easy to understand and better performance version of CenterNet
CS-Books
📚 Computer Science Books 计算机技术类书籍 PDF
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
dsntnn
PyTorch implementation of DSNT
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
ghostnet.pytorch
[CVPR2020] Surpassing MobileNetV3: "GhostNet: More Features from Cheap Operations"
HigherHRNet-Human-Pose-Estimation
This is an official implementation of our CVPR 2020 paper "HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation" (https://arxiv.org/abs/1908.10357)
imgaug
Image augmentation for machine learning experiments.
keras-ncp
Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence
kornia
Open Source Differentiable Computer Vision Library for PyTorch
Libtorch-SPPE
This demo shows you how to build a single pose estimation algorithm using libtorch The model is trained using pytorch (Alphapose's SPPE model) , Check their github for training the model
manim
Animation engine for explanatory math videos
NWPU-Crowd-Sample-Code
The sample code for a large-scale crowd counting dataset, NWPU-Crowd.
Practical_Python_Programming
北邮《Python编程与实践》课程资料
pytorch-OpCounter
Count the MACs / FLOPs of your PyTorch model.
pytorch-optimizer
torch-optimizer -- collection of optimizers for Pytorch
RFSong-7993
设计的轻量级RFB进行行人检测，AP达到0.7993，参数量仅有3.1MB，200 FPS
SelecSLS-Pytorch
Reference ImageNet implementation of SelecSLS CNN architecture proposed in "XNect: Real-time Multi-person 3D Human Pose Estimation with a Single RGB Camera". Also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods.
simple-HRNet
Multi-person Human Pose Estimation with HRNet in Pytorch
SparkMllib
spark机器学习
towr
A light-weight, Eigen-based C++ library for trajectory optimization for legged robots.
videopose
realtime 3D pose estimation for wild videos， embed 2d keypoints detector like hrnet alphapose and openpose
voice_datasets
🔊 A comprehensive list of open-source datasets for voice and sound computing (40+ datasets).