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BIT-DA avatar

BIT-DA/RIPU

0
View on GitHub↗
152 stars·20 forks·Python·MIT·1 viewarxiv.org/abs/2111.12940↗

RIPU

[CVPR 2022 Oral] Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2111.12940

Features

  • Active Domain Adaptation - Region impurity and uncertainty-based active learning for segmentation.

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Open-source alternatives to RIPU

Similar open-source projects, ranked by how many features they share with RIPU.
  • bit-da/eadaBIT-DA avatar

    BIT-DA/EADA

    91View on GitHub↗

    AAAI 2022 Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach https://arxiv.org/abs/2112.01406

    Python
    View on GitHub↗91
  • tsun/ladatsun avatar

    tsun/LADA

    21View on GitHub↗

    Local Context-Aware Active Domain Adaptation (ICCV 2023)

    Python
    View on GitHub↗21

Frequently asked questions

What does bit-da/ripu do?

[CVPR 2022 Oral] Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2111.12940

What are the main features of bit-da/ripu?

The main features of bit-da/ripu are: Active Domain Adaptation.

What are some open-source alternatives to bit-da/ripu?

Open-source alternatives to bit-da/ripu include: bit-da/eada — [AAAI 2022] Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach… tsun/lada — Local Context-Aware Active Domain Adaptation (ICCV 2023).