Simple image-level classification improves open-vocabulary object detection

Open-Vocabulary Object Detection (OVOD) aims to detect novel objects beyond a given set of base categories on which the detection model is trained. Recent OVOD methods focus on adapting the image-level pre-trained vision-language models (VLMs), such as CLIP, to a region-level object detection task v...

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Bibliographic Details
Main Authors: FANG, Ruohuan, PANG, Guansong, BAI, Xiao
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
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Online Access:https://ink.library.smu.edu.sg/sis_research/8744
https://ink.library.smu.edu.sg/context/sis_research/article/9747/viewcontent/27939_Article_Text_31993_1_2_20240324.pdf
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Institution: Singapore Management University
Language: English