DA-Faster-RCNN
globox
| DA-Faster-RCNN | globox | |
|---|---|---|
| 1 | 1 | |
| 48 | 152 | |
| - | - | |
| 5.4 | 7.3 | |
| 8 months ago | 26 days ago | |
| Python | Python | |
| MIT License | MIT License |
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DA-Faster-RCNN
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[R] DA-Faster RCNN
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
globox
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Package for object detection database management and evaluation
My project is hosted on Github here: https://github.com/laclouis5/globox. Learning is a continuous and never ending process, so feel free to comment my work or propose enhancements. I hope that my modest contribution will help people that were in the same situation as me years ago!
What are some alternatives?
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'
review_object_detection_metrics - Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.
mmdetection - OpenMMLab Detection Toolbox and Benchmark
AdaTime - [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
bbox-visualizer - Make drawing and labeling bounding boxes easy as cake
Transfer-Learning-Library - Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
labelme2coco - A lightweight package for converting your labelme annotations into COCO object detection format.
datumaro - Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.
imageset-viewer - Pascal VOC BBox Viewer