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ai-toolbox

Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas

alphapose

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

centernet

Object detection, 3D detection, and pose estimation using center point detection:

centernet2

Two-stage CenterNet

cornernet

cver

making progress day by day

dataaugmentation_forobjectdetect

本仓库主要包含了针对目标检测数据集的增强手段和源码：图像的旋转，镜像，裁剪，亮度/对比度的变换等

dcnv2

Deformable Convolutional Networks v2 with Pytorch

deep-feature-flow

Deep Feature Flow for Video Recognition

deep-high-resolution-net.pytorch

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deep_sort_pytorch

MOT tracking using deepsort and yolov3 with pytorch

deeplearningnotes

《深度学习》花书手推笔记

detectron2

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

dive-into-deep-learning-pytorch-pdf

本项目对中文版《动手学深度学习》中的代码进行了整理

fairmot

A simple baseline for one-shot multi-object tracking

fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

horeid

[CVPR2020] High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification

hrnet-fcos

High-resolution Networks for the Fully Convolutional One-Stage Object Detection (FCOS) algorithm

hrnet-image-classification

Train the HRNet model on ImageNet

hrnet-object-detection

Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h). This is an official implementation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

iou-tracker

Python implementation of the IOU Tracker

machine-learning-notes

周志华《机器学习》手推笔记

mcmot

Real time one-stage multi-class & multi-object tracking based on anchor-free detection and re-id

norfair

Lightweight Python library for adding real-time 2D object tracking to any detector.

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

scaledyolov4

sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法