1、文章彙總
-
CornerNet
CornerNet: Keypoint Triplets for Object Detection
https://arxiv.org/pdf/1808.01244.pdf -
ExtremeNet
Bottom-up Object Detection by Grouping Extreme and Center Points
https://arxiv.org/pdf/1901.08043.pdf -
CornerNet-Lite
CornerNet-Lite: Efficient Keypoint Based Object Detection
https://arxiv.org/pdf/1904.08900.pdf -
Segmentations is All You Need
https://arxiv.org/pdf/1904.13300.pdf -
FCOS
Fully Convolutional One-Stage Object Detection
https://arxiv.org/abs/1904.01355.pdf -
Fovea|FoveaBox:
Beyond Anchor-based Object Detector
https://arxiv.org/pdf/1904.03797.pdf -
CenterNet^1
Objects as Points
https://arxiv.org/pdf/1904.07850.pdf -
CenterNet^2
CenterNet: Keypoint Triplets for Object Detection
https://arxiv.org/pdf/1904.08189.pdf -
DuBox|DuBox:
No-Prior Box Objection Detection via Residual Dual Scale Detectors
https://arxiv.org/pdf/1904.06883.pdf -
RepPoints|RepPoints:
Point Set Representation for Object Detection
https://arxiv.org/pdf/1904.11490.pdf -
FSAF
Feature Selective Anchor-Free Module for Single-Shot Object Detection
https://arxiv.org/pdf/1903.00621.pdf -
DenseBox|DenseBox:
Unifying Landmark Localization with End to End Object Detection
https://arxiv.org/pdf/1509.04874.pdf -
AF-RPN
An Anchor-Free Region Proposal Network for Faster R-CNN based Text Detection Approaches
https://arxiv.org/ftp/arxiv/papers/1804/1804.09003.pdf
2、代碼彙總
多數都是基於pytorch框架的
-
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