XiaoJiNu

Towards-Realtime-MOT

Joint Detection and Embedding for fast multi-object tracking

CenterNet_Pro_Max

Experiments based on CenterNet (more backbones, TensorRT deployment and mask head)

FSA-Net

[CVPR19] FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image

Industrial-Defect-Inspection-segmentation

Automatic Defect Inspection with End-to-End Deep Learning

lightweight-human-pose-estimation-3d-demo.pytorch

Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.

ASFF

yolov3, ASFF

Coding4Interviews

Leetcode、剑指Offer——名企面试官精讲典型编程题

CodingInterviewChinese2

《剑指Offer》第二版源代码

CppCoreGuidelines

The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

fast-human-pose-estimation.pytorch

Official pytorch Code for CVPR2019 paper "Fast Human Pose Estimation" https://arxiv.org/abs/1811.05419

Fast_Human_Pose_Estimation_Pytorch

Pytorch Code for CVPR2019 paper "Fast Human Pose Estimation" https://arxiv.org/abs/1811.05419

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

PlayWithDataStructureSourceCode

大话数据结构代码

PRML

PRML algorithms implemented in Python

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

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.

ShelfNet-Human-Pose-Estimation

Fast and accurate Human Pose Estimation using ShelfNet with PyTorch

ShuffleNet-Series

snake

Code for "Deep Snake for Real-Time Instance Segmentation" CVPR 2020 oral

surface-defect-detection

缺陷检测文献记录

torch-toolbox

[Active development]ToolBox to make using Pytorch much easier.

Ultra-Light-Fast-Generic-Face-Detector-1MB

💎 一款超轻量级通用人脸检测模型（模型文件大小仅1MB，320x240输入下计算量仅90MFlops）适用于边缘计算设备、移动端设备以及PC

VideoPose3D

Efficient 3D human pose estimation in video using 2D keypoint trajectories

yolo_nano

Implementation of yolo nano

yolov3-channel-and-layer-pruning

yolov3 channel and layer pruning

YOLOv3-complete-pruning

提供对YOLOv3及Tiny的多种剪枝版本，以适应不同的需求。

YOWO

You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization