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eastoc / Unsupervised_Domain_Adaptation_Object_Detection_Implementation

This is unsupervised domaina adaptation object detection based on adversarial learning Implementation via mmdetection framework
Apache License 2.0
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About the MAF algorithm #1

Open shuangliumax opened 1 year ago

shuangliumax commented 1 year ago

Hello, thank you for your excellent work, regarding the MAF algorithm, the reproduced code seems to be inconsistent with the "Aggregated Proposal Feature Alignment Module" operation presented in the MAF, and the code is running incorrectly.

eastoc commented 1 year ago

Hello, thank you for your excellent work, regarding the MAF algorithm, the reproduced code seems to be inconsistent with the "Aggregated Proposal Feature Alignment Module" operation presented in the MAF, and the code is running incorrectly.

Thanks for you point out this question. At the moment, about MAF and DeepAlign, Some details are not inconsistent with the original modules while the overall framework is identical. I'll find time to modify these issues.

eastoc commented 1 year ago

Deeply Aligned Adaptation for Cross-domain Object Detection (https://arxiv.org/abs/2004.02093)