Awesome
AnchorFreeDetection
list the paper for recently anchor free detector
Last updated: 2020/8/7
Paper list
2020
- |CircleNet| CircleNet: Anchor-free Detection with Circle Representation [arXiv'20]
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|2006||
2019
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|CornerNet|CornerNet: Keypoint Triplets for Object Detection |[arXiv' 18]|
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|1808| -
|ExtremeNet|Bottom-up Object Detection by Grouping Extreme and Center Points|[arXiv' 19]||
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|1901| -
|CornerNet-Lite| CornerNet-Lite: Efficient Keypoint Based Object Detection |[arXiv' 19]||
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|1904| -
||Segmentations is All You Need |[arXiv' 19]||
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|1904| -
|FCOS| FCOS: Fully Convolutional One-Stage Object Detection|[arXiv' 19]||
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|1904| -
|Fovea|FoveaBox: Beyond Anchor-based Object Detector|[arXiv' 19]||
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|1904| -
|CenterNet^1| Objects as Points|[arXiv' 19]||
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|1904| -
|CenterNet^2|CenterNet: Keypoint Triplets for Object Detection|[arXiv' 19]||
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|1904| -
|DuBox|DuBox: No-Prior Box Objection Detection via Residual Dual Scale Detectors|[arXiv' 19]||
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|1904| -
|RepPoints|RepPoints: Point Set Representation for Object Detection|[arXiv' 19]||
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|1904| -
|FSAF|Feature Selective Anchor-Free Module for Single-Shot Object Detection|[arXiv' 19]|
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|1903| -
|Matrix Nets|Matrix Nets: A New Deep Architecture for Object Detection|[arXiv'19]||
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|1908| -
|AFP-Nets|AFP-Nets: Realtime Anchor-Free Polyp Detection in Colonoscopy|[arXiv'19]||
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|1909| -
|AFO-TAD|AFO-TAD: Anchor-free One-Stage Detection for Temporal Action Detection [arXiv'19]
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|1910|
Pre-study before 2019
- |YOLO|You Only Look Once:Unified, Real-Time Object Detection|[arXiv' 15]||
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|1506| - |DenseBox|DenseBox: Unifying Landmark Localization with End to End Object Detection|[arXiv' 15]||
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|1509| - |AF-RPN|An Anchor-Free Region Proposal Network for Faster R-CNN based Text Detection Approaches|[arXiv' 18]||
[pdf]
|1804|
Code Resource
- |CornerNet| (official, Pytorch) https://github.com/princeton-vl/CornerNet
- |CornerNet-Lite| (official, Pytorch) https://github.com/princeton-vl/CornerNet-Lite
- |FCOS| (official, Pytorch) https://github.com/tianzhi0549/FCOS
- |CenterNet^1| (official, Pytorch) https://github.com/xingyizhou/CenterNet
- |CenterNet^2| (official, pytorch) https://github.com/Duankaiwen/CenterNet
- |ExtremeNet| (official, Pytorch) https://github.com/xingyizhou/ExtremeNet