# [OVSeg+OpenDAS] Integration of OpenDAS into OVSeg

We replace the original CLIP in the OVSeg pipeline with our model, OpenDAS. We boost the performance of OVSeg by 6.0% in mIoU on ADE20K-150 validation split.

![opendas_integration_OVSeg](../figures/320757604-3d11530e-3542-43df-bbe1-26ed19f6c214.jpg)

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## Installation    

Please see [installation guide](../INSTALL.md).

## Data Preparation

Please see [datasets preparation](./datasets/DATASETS.md).

## Getting started

Please see [getting started instruction](./GETTING_STARTED.md).

## Fine-tuning CLIP with WiSE-FT

Please see [open clip training](./open_clip_training/README.md).

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## Acknowledgements

This folder is based on [OVSeg](https://github.com/facebookresearch/ov-seg/tree/main). We thank the authors for releasing their codes. If you use our model and code, please consider citing these works as well.
