awesome-anchor-free-object-detection
A collection of some awesome public Anchor-Free object detection series projects.
https://github.com/coderonion/awesome-anchor-free-object-detection
Last synced: 23 days ago
JSON representation
Applications
- TracKit - aware Anchor-free Tracking". (ECCV 2020)
- CenterTrack
- FairMOT - Identification in Multiple Object Tracking". (IJCV 2021)
- TraDeS - Object Tracker". (CVPR 2021)
- DSFNet - object-detection-DSFNet?style=social"/> : "DSFNet: Dynamic and Static Fusion Network for Moving Object Detection in Satellite Videos". (IEEE Geoscience and Remote Sensing Letters 2021)
- CaptainEven/MCMOT - Lite-Pytorch?style=social"/> : Real time one-stage multi-class & multi-object tracking based on anchor-free detection and ReID.
- DataXujing/CornerNet-Lite-Pytorch - Lite-Pytorch?style=social"/> : 🚨🚨🚨 CornerNet:基于虚拟仿真环境下的自动驾驶交通标志识别。
- HaiNguyen2903/CenterFace
- Bigtuo/YOLOX-Lite - Lite?style=social"/> : 将YOLOv5-Lite代码中的head更换为YOLOX head。
- HaiNguyen2903/CenterFace
Frameworks
- AIRDet - oriented anchor-free object detector, aims to enable robust object detection in various industry scene.
- CornerNet - vl/CornerNet?style=social"/> : "CornerNet: Detecting Objects as Paired Keypoints". (ECCV 2018)
- xingyizhou/CenterNet
- Duankaiwen/CenterNet
- FreeAnchor - Abstract.html)**)
- FCOS - Stage Object Detection". (ICCV 2019, IEEE TPAMI 2021)
- ExtremeNet - up Object Detection by Grouping Extreme and Center Points". (CVPR 2019)
- RepPoints - up Object Detection by Grouping Extreme and Center Points". (ICCV 2019)
- CenterNet3d
- CenterMask - Time Anchor-Free Instance Segmentation". (CVPR 2020)
- AutoAssign - BaseDetection/AutoAssign?style=social"/> : "AutoAssign: Differentiable Label Assignment for Dense Object Detection". (arXiv 2020)
- BorderDet - BaseDetection/BorderDet?style=social"/> : "BorderDet: Border Feature for Dense Object Detection". (ECCV 2020)
- Dense-RepPoints - RepPoints?style=social"/> : "Dense Reppoints: Representing Visual Objects with Dense Point Sets". (ECCV 2020)
- sfzhang15/ATSS - based and Anchor-free Detection via Adaptive Training Sample Selection". (CVPR 2020)
- RepPointsV2 - Abstract.html)**)
- GFocal - Abstract.html)**)
- DETR - to-end object detection with transformers". (ECCV 2020)
- CenterNet2 - stage detection". (arXiv 2021)
- OneNet - to-End Object Detection?". (ICML 2021)
- Sparse R-CNN - CNN?style=social"/> : "Sparse R-CNN: End-to-End Object Detection with Learnable Proposals". (CVPR 2021)
- DeFCN - BaseDetection/DeFCN?style=social"/> : "End-to-End Object Detection with Fully Convolutional Network". (CVPR 2021)
- YOLOX - BaseDetection/YOLOX?style=social"/> : "YOLOX: Exceeding YOLO Series in 2021". (arXiv 2021)
- YOLOR
- DAFNe - lang/DAFNe?style=social"/> : "DAFNe: A One-Stage Anchor-Free Deep Model for Oriented Object Detection". (arXiv 2021)
- FCAF3D - Free 3D Object Detection". (arXiv 2021)
- NanoDet-Plus - Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥.
- AlignPS - Free Person Search". (CVPR 2021)
- ByteTrack - Object Tracking by Associating Every Detection Box". (arXiv 2021)
- FII-CenterNet - CenterNet?style=social"/> : "FII-CenterNet: An Anchor-Free Detector With Foreground Attention for Traffic Object Detection". (IEEE TVT 2021)
- CenterNet++
- dog-qiuqiu/FastestDet - qiuqiu/FastestDet?style=social"/> : ⚡ A newly designed ultra lightweight anchor free target detection algorithm， weight only 250K parameters， reduces the time consumption by 10% compared with yolo-fastest, and the post-processing is simpler. (知乎 2022)
- YOLOv6 - Stage Object Detection Framework for Industrial Applications". (arXiv 2022). "微信公众号「美团技术团队」《YOLOv6：又快又准的目标检测框架开源啦》"。 "微信公众号「美团技术团队」《目标检测开源框架YOLOv6全面升级，更快更准的2.0版本来啦 》"。 "微信公众号「集智书童」《超越YOLOv7 | YOLOv6论文放出，重参+自蒸馏+感知量化+...各种Tricks大放异彩》"
- YOLOX-PAI - PAI: An Improved YOLOX, Stronger and Faster than YOLOv6". (arXiv 2022). "微信公众号「集智书童」《YOLOX升级 | 阿里巴巴提出YOLOX-PAI，1ms内精度无敌，超越YOLOv6、PP-YOLOE》"
- YOLO - Time Object Detection". (CVPR 2016)
- DAFNe - lang/DAFNe?style=social"/> : "DAFNe: A One-Stage Anchor-Free Deep Model for Oriented Object Detection". (arXiv 2021)
Others
- XinZhangNLPR/awesome-anchor-free-object-detection - anchor-free-object-detection?style=social"/> : In this project, we focus on collection the anchor free object detection paper or code.
- VCBE123/AnchorFreeDetection
- XinZhangNLPR/awesome-anchor-free-object-detection - anchor-free-object-detection?style=social"/> : In this project, we focus on collection the anchor free object detection paper or code.
- VCBE123/AnchorFreeDetection