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Open Vocabulary Detection

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DataFunTalk
DataFunTalk
Nov 24, 2023 · Artificial Intelligence

Open Vocabulary Detection Contest 2023: Summary of Winning Teams' Technical Solutions

The article reviews the Open Vocabulary Detection Contest organized by the Chinese Society of Image and Graphics and 360 AI Institute, describing the competition setup, dataset characteristics, and detailed winning approaches that combine Detic, CLIP, prompt learning, and multi‑stage pipelines to achieve strong few‑shot and zero‑shot object detection performance.

ClipOpen Vocabulary DetectionZero-shot Learning
0 likes · 17 min read
Open Vocabulary Detection Contest 2023: Summary of Winning Teams' Technical Solutions
360 Tech Engineering
360 Tech Engineering
May 6, 2023 · Artificial Intelligence

Open‑Vocabulary Object Detection: Overview of OVR‑CNN, RegionCLIP, and CORA

This article reviews the evolution of open‑vocabulary object detection, describing the OVR‑CNN paradigm, the RegionCLIP enhancements, and the CORA model with region prompting and anchor pre‑matching, and discusses their impact on future multimodal AI systems.

CORAClipMultimodal Models
0 likes · 14 min read
Open‑Vocabulary Object Detection: Overview of OVR‑CNN, RegionCLIP, and CORA