LMM-Det: Make Large Multimodal Models Excel in Object Detection
Paper
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2507.18300
•
Published
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LMM-Det: Make Large Multimodal Models Excel in Object Detection
This repository is the official implementation of LMM-Det, a simple yet effective approach that leverages a Large Multimodal Model for vanilla object Detection without relying on specialized detection modules.
LMM-Det: Make Large Multimodal Models Excel in Object Detection
Jincheng Li*, Chunyu Xie*, Ji Ao, Dawei Lengâ , Yuhui Yin (*Equal Contribution, âCorresponding Author)
🔥 News
- 🚀 [2025/08/01] We have updated the LMM-Det github repository, and now you can test our models!
- 🚀 [2025/07/24] We released the paper of LMM-Det: Make Large Multimodal Models Excel in Object Detection.
- 🚀 [2025/06/26] LMM-Det has been accepted by ICCV'25.
license: apache-2.0
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