IAST-ECCV2020 VS DA-Faster-RCNN

Compare IAST-ECCV2020 vs DA-Faster-RCNN and see what are their differences.

IAST-ECCV2020

IAST: Instance Adaptive Self-training for Unsupervised Domain Adaptation (ECCV 2020) https://teacher.bupt.edu.cn/zhuchuang/en/index.htm (by bupt-ai-cz)
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IAST-ECCV2020 DA-Faster-RCNN
1 1
84 47
- -
1.8 5.4
over 2 years ago 8 months ago
Python Python
- MIT License
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IAST-ECCV2020

Posts with mentions or reviews of IAST-ECCV2020. We have used some of these posts to build our list of alternatives and similar projects.

DA-Faster-RCNN

Posts with mentions or reviews of DA-Faster-RCNN. We have used some of these posts to build our list of alternatives and similar projects.
  • [R] DA-Faster RCNN
    1 project | /r/MachineLearning | 11 Jul 2022
    I have reimplemented DA-Faster RCNN using Detectron2 one of the most important architecture for domain adaptation for object detection. This implementations is easy to use and can be used also with google colab :) here there is the link: https://github.com/GiovanniPasq/DA-Faster-RCNN

What are some alternatives?

When comparing IAST-ECCV2020 and DA-Faster-RCNN you can also consider the following projects:

Real-time-Semantic-Segmentation

DA-RetinaNet - Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

HRNet-Semantic-Segmentation - The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

globox - A package to read and convert object detection datasets (COCO, YOLO, PascalVOC, LabelMe, CVAT, OpenImage, ...) and evaluate them with COCO and PascalVOC metrics.

mmdetection - OpenMMLab Detection Toolbox and Benchmark

AdaTime - [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

Transfer-Learning-Library - Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization