ModPrompt

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[ICCV2025] ModPrompt: Visual Modality Prompt for Adapting Vision-Language Object Detectors

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# ModPrompt: Visual Modality Prompt for Adapting Vision-Language Object Detectors

![ModPrompt Highlevel](https://raw.githubusercontent.com/heitorrapela/ModPrompt/main/resources/modprompt_general.png)

This is the repository for our paper ModPrompt: Visual (Mod)ality (Prompt) for Adapting Vision-Language Object Detectors 🔗 by Heitor Rapela Medeiros, Atif Belal, Srikanth Muralidharan, Eric Granger and Marco Pedersoli.

## News

- Paper is under review, code will be released soon.
 - Arxiv: https://arxiv.org/pdf/2412.00622
 - If you find any problem or have any questions, please feel free to contact us!

## ModPrompt + Task Residuals

![ModPrompt](https://raw.githubusercontent.com/heitorrapela/ModPrompt/main/resources/modprompt_taskresidual.png)

## Benchmarking

![ModPrompt Benchmark](https://raw.githubusercontent.com/heitorrapela/ModPrompt/main/resources/benchmark.png)

## References

- Thanks to the great open-source community that provided good libraries.
    - This code is based on MMDET, YOLO-World, Grounding DINO and Visual Prompt.

ModPrompt

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