2026-10-20 · America/Los_Angeles · 社区动态 · #8

Best way to accurately annotate 500 images for fine-tuning Meta DETR?[P]

Hey everyone! I'm working on an object-detection project and fine-tuning Meta's DETR model on a custom dataset of around 500 images. The main challenge I'm facing right now is annotation. I need to label multiple object classes with bounding boxes, and manually annotating every image is becoming a time-consuming process. I want to speed things up without sacrificing accuracy, since poor annotations could affect the model's performance. I've been looking into tools and models such as CVAT, Roboflow, Grounding DINO, and OWLv2 for AI-assisted annotation. My current idea is to use a pretrained…

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