README.md

---
license: agpl-3.0
pipeline_tag: zero-shot-object-detection
tags:
- model_hub_mixin
- pytorch_model_hub_mixin
---

### Model Description
[YOLOE: Real-Time Seeing Anything](https://arxiv.org/abs/2503.07465)

- arXiv: https://arxiv.org/abs/2503.07465
- github: https://github.com/THU-MIG/yoloe

### Installation
```
pip install git+https://github.com/THU-MIG/yoloe.git#subdirectory=third_party/CLIP
pip install git+https://github.com/THU-MIG/yoloe.git#subdirectory=third_party/ml-mobileclip
pip install git+https://github.com/THU-MIG/yoloe.git#subdirectory=third_party/lvis-api
pip install git+https://github.com/THU-MIG/yoloe.git

wget https://docs-assets.developer.apple.com/ml-research/datasets/mobileclip/mobileclip_blt.pt
```

### Prediction
Please refer to https://github.com/THU-MIG/yoloe?tab=readme-ov-file#prediction.

### Transferring
Please refer to https://github.com/THU-MIG/yoloe?tab=readme-ov-file#transferring.

### Validation
Please refer to https://github.com/THU-MIG/yoloe?tab=readme-ov-file#validation.

### Training
Please refer to https://github.com/THU-MIG/yoloe?tab=readme-ov-file#training.

### BibTeX Entry and Citation Info
 ```
@misc{wang2025yoloerealtimeseeing,
      title={YOLOE: Real-Time Seeing Anything}, 
      author={Ao Wang and Lihao Liu and Hui Chen and Zijia Lin and Jungong Han and Guiguang Ding},
      year={2025},
      eprint={2503.07465},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2503.07465}, 
}
```