Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement

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Deep LearningDDF
Overview

Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement

In this project, we proposed a Domain Disentanglement Faster-RCNN (DDF) for cross-domain object detection, from the view of feature disentanglement.

The implementations are for our paper published in IEEE Transactions on Multimedia:

Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement

**The overall code will be released later on.

Visual Examples of the features

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Our proposed framework: Domain Disentanglement Faster-RCNN (DDF)

alt text

Contact

Please contact Dongnan Liu ([email protected]) regarding any issues.

License

DDF is released under the MIT license. See LICENSE for additional details.

Owner
Dongnan Liu @ USYD [email protected]
GitHub Repository
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