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Bayles 831144eb31 | 1 year ago | |
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FPN.py | 1 year ago | |
FSAF.py | 1 year ago | |
FoveaBox.py | 1 year ago | |
README.md | 1 year ago | |
RetinaNet.py | 1 year ago |
Pytorch implementation of ObjectDetection-network
SSD:
SSD: Single Shot MultiBox Detector,2016
https://arxiv.org/pdf/1512.02325.pdf
https://liumin.blog.csdn.net/article/details/100530275
YOLO:
You Only Look Once: Unified, Real-Time Object Detection, 2016
https://arxiv.org/pdf/1506.02640.pdf
https://liumin.blog.csdn.net/article/details/100904605
YOLOv2:
YOLO9000: Better, Faster, Stronger,2017
https://arxiv.org/pdf/1804.02767.pdf
https://liumin.blog.csdn.net/article/details/100904645
YOLOv3:
YOLOv3: An Incremental Improvement, 2018
https://arxiv.org/pdf/1612.08242.pdf
https://liumin.blog.csdn.net/article/details/100904663
FCOS:
FCOS: Fully Convolutional One-Stage Object Detection, 2019
https://arxiv.org/pdf/1904.01355.pdf
https://liumin.blog.csdn.net/article/details/89007219
FPN:
Feature Pyramid Networks for Object Detection, 2017
https://arxiv.org/pdf/1612.03144v2.pdf
https://liumin.blog.csdn.net/article/details/100864158
RetinaNet:
https://liumin.blog.csdn.net/article/details/102135318
https://arxiv.org/pdf/1708.02002.pdf
https://liumin.blog.csdn.net/article/details/102135318
Objects as Points:
Objects as Points,2019
https://arxiv.org/pdf/1904.07850v1.pdf
https://liumin.blog.csdn.net/article/details/100867545
FSAF:
Feature Selective Anchor-Free Module for Single-Shot Object Detection, 2019
https://arxiv.org/pdf/1903.00621.pdf
https://liumin.blog.csdn.net/article/details/100942317
CenterNet
CenterNet: Keypoint Triplets for Object Detection, 2019
https://arxiv.org/pdf/1904.08189.pdf
https://liumin.blog.csdn.net/article/details/100942259
FoveaBox
FoveaBox: Beyond Anchor-based Object Detector, 2019
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