salesforce/blip

Bootstrapping Language-Image Pre-training

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Run time and cost

This model runs on Nvidia T4 GPU hardware. Predictions typically complete within 1 seconds.

Readme

BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

This is the PyTorch code of the BLIP paper.

Citation

If you find this code to be useful for your research, please consider citing.

@misc{li2022blip,
      title={BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation}, 
      author={Junnan Li and Dongxu Li and Caiming Xiong and Steven Hoi},
      year={2022},
      eprint={2201.12086},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

Acknowledgement

The implementation of BLIP relies on resources from ALBEF, Huggingface Transformers, and timm. We thank the original authors for their open-sourcing.