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[R] Automated Quality Assurance for Object Detection Datasets
Sept. 26, 2023, 4 p.m. | /u/jonas__m
Computer Vision www.reddit.com
[Errors in object detection examples found via cleanlab.](https://preview.redd.it/ws6m23m7hmqb1.png?width=960&format=png&auto=webp&s=94ae113c120f1bd24b7a945d563b11c125c18acf)
Annotators of real-world object detection datasets often make such errors and many other mistakes. To avoid training models on erroneous data and save QA teams significant time, you can now use automated algorithms invented by our scientists.
Our newest [paper](https://arxiv.org/abs/2309.00832) introduces **Cleanlab Object Detection**: a novel algorithm to assess label …
automated car computervision data datasets deploy detection driving errors highlight images mistakes pedestrians quality quality assurance save self-driving self-driving car training training models world
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