anchor-free 开源项目推荐（52 个）

RangiLyu /nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

tianzhi0549 /FCOS

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

Star-Clouds /CenterFace

人脸检测

youngwanLEE /centermask2

[CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentation

researchmm /TracKit

[ECCV'20] Ocean: Object-aware Anchor-Free Tracking

Shank2358 /GGHL

This is the implementation of GGHL (A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection)

LSH9832 /edgeyolo

一个性能不错的边缘实时无锚点物体探测器

Banconxuan /RTM3D

The official PyTorch Implementation of RTM3D and KM3D for Monocular 3D Object Detection

CaptainEven /MCMOT

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

taokong /FoveaBox

FoveaBox: Beyond Anchor-based Object Detector

fcjian /TOOD

TOOD: Task-aligned One-stage Object Detection, ICCV2021 Oral

yqyao /FCOS_PLUS

Some improvements (center sample) about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).

chenjun2hao /CenterFace.pytorch

unofficial version of centerface, which achieves the best balance between speed and accuracy at face detection

ray-lee-94 /AnchorFreeDetection

list the paper for recently anchor free detector

Lausannen /NAS-FCOS

NAS-FCOS: Fast Neural Architecture Search for Object Detection (CVPR 2020)

jahongir7174 /YOLOv8-pt

YOLOv8 implementation using PyTorch

chengchunhsu /EveryPixelMatters

Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"

zhenghao977 /FCOS-PyTorch

fully convolutional one-stage object detection

CaoWGG /CenterNet-CondInst

Instance Segmentation based on CenterNet and CondInst

hpc203 /yolox-opencv-dnn

使用OpenCV部署YOLOX，支持YOLOX-S、YOLOX-M、YOLOX-L、YOLOX-X、YOLOX-Darknet53五种结构，包含C++和Python两种版本的程序