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ML-powered, human-in-the-loop system to manage wildlife camera trap images & annotations
Aug. 10, 2022, 7:49 p.m. | /u/hayAbhay
Computer Vision www.reddit.com
Last Fall, I built out cloud-based data pipelines and an AI-powered annotation platform to manage camera trap images & annotations for [Felidae Conservation Fund](https://felidaefund.org/), an SF-Bay area nonprofit. It's built with a mix of MegaDetector, Annotorious on top of Django and [I wrote post detailing the full approach if you're interested](https://abhaykashyap.com/blog/ai-powered-camera-trap-image-annotation-system/). One active area of CV research in this space is automatically detecting species in camera trap images and the nonprofit has several years worth of annotated data …
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