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Yes, GroundingDINO is an open set object detector. There are some others (eg DETIC and OWL-ViT) as well. We’ve been working on using them (often in conjunction
by yeldarb 3y ago
Yes, GroundingDINO is an open set object detector. There are some others (eg DETIC and OWL-ViT) as well.
We’ve been working on using them (often in conjunction with SAM) for auto-labeling datasets to train smaller faster models that can run in real-time at the edge: https://github.com/autodistill/autodistill https://github.com/autodistill/autodistill
- deleted 3y ago[deleted]
- fiddlerwoaroof 3y agoWould this be suitable for labeling images to search by keyword (think Apple Photos-like “car” searches to pull up photos of cars)
- lulurennt 3y agoI think you would want to use something like CLIP embeddings for image search. Really enjoyed using this app for iOS: https://github.com/mazzzystar/Queryable https://github.com/mazzzystar/Queryable HN discussion: https://news.ycombinator.com/item?id=34686947 https://news.ycombinator.com/item?id=34686947 Or explore the dataset stable diffusion was trained on: https://news.ycombinator.com/item?id=32655497 https://news.ycombinator.com/item?id=32655497