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Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
Jun 20, 2023 · Artificial Intelligence

Open-Vocabulary Object Attribute Recognition with OvarNet: A Unified Framework for Detection and Attribute Classification

At CVPR 2023 the Xiaohongshu team presented OvarNet, a unified one‑stage Faster‑RCNN model built on CLIP that uses prompt learning and knowledge distillation to jointly detect objects and recognize open‑vocabulary attributes, achieving state‑of‑the‑art results on VAW, MS‑COCO, LSA and OVAD datasets.

attribute recognitioncomputer visionknowledge distillation
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Open-Vocabulary Object Attribute Recognition with OvarNet: A Unified Framework for Detection and Attribute Classification