awesome-anchor-free-object-detection

for anyone who wants to do research about anchor free object detection.

If you find the awesome paper/code/dataset or have some suggestions, please contact [email protected] and [email protected]. Thanks for your valuable contribution to the research community 😃

- Recent papers (from 2015)

Statistics: 🔥 code is available & stars >= 100  |  ⭐ citation >= 50

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2019

• [arXiv] Segmentation is All You Need.
• [arXiv] FCOS: Fully Convolutional One-Stage Object Detection. [pytorch]:fire: :star:
• [arXiv] CenterNet: Keypoint Triplets for Object Detection. [pytorch] 🔥 ⭐
• [arXiv] FoveaBox: Beyond Anchor-based Object Detector
• [CVPR] Feature Selective Anchor-Free Module for Single-Shot Object Detection.
• [arXiv] ExtremeNet：Bottom-up Object Detection by Grouping Extreme and Center Points [pytorch]:fire: :star:

2018

• [ECCV] CornerNet: Detecting Objects as Paired Keypoints. [pytorch]:fire: :star:
• [arXiv] An Anchor-Free Region Proposal Network for Faster R-CNN based Text Detection Approaches.

2016

• [CVPR] You Only Look Once: Unified, Real-Time Object Detection [tensorflow][darknet]:fire: :star:

• [acm multimedia] UnitBox: An Advanced Object Detection Network [tensorflow]

2015

• [arXiv] DenseBox: Unifying Landmark Localization with End to End Object Detection. [caffe]