2020 YOLOv4 paper summary
Автор: Hao Tsui
Загружено: 2020-06-08
Просмотров: 18714
Описание:
Paper: https://arxiv.org/abs/2004.10934
2016 DenseNet: • 2016 DenseNet paper summary
2017 Sqeeuze and Excitation: • 2017 Squeeze and Excitation Networks paper...
2017 FPN: • 2017 Feature Pyramid Network for Object De...
2019 CSPNet: • 2019 CSPNet paper summary
2020 Cross-iteration BN: • 2020 Cross iteration Batch Normalization p...
Slide: https://docs.google.com/presentation/...
LinkedIn: / hao-tsui
Reference:
[Backbone]
DenseNet: • Densely Connected Convolutional Networks
Cross stage partial connections (CSP): https://arxiv.org/abs/1911.11929
YOLOv3-spp: https://arxiv.org/abs/1903.08589
[Bag of Freebies]
SAT: • Adversarial Training for Free!
DIoU: https://arxiv.org/pdf/1911.08287.pdf
CBN: https://arxiv.org/abs/2002.05712
[Bag of Specials]
PAN: https://arxiv.org/abs/1803.01534
Squeeze-and-Excitation: https://arxiv.org/abs/1709.01507
Spatial Attention Module: https://eccv2018.org/openaccess/conte...
SPP: https://arxiv.org/abs/1406.4729
Mish: https://arxiv.org/pdf/1908.08681.pdf
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