Update README.md

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Junnan Li
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### Inference demo:
Run our interactive demo using <a href="https://colab.research.google.com/github/salesforce/BLIP/blob/main/demo.ipynb">Colab notebook</a> (no GPU needed).
The demo includes code for: (1) image captioning, (2) open-ended visual question answering, (3) multimodal / unimodal feature extraction.
Run our interactive demo using [Colab notebook](https://colab.research.google.com/github/salesforce/BLIP/blob/main/demo.ipynb) (no GPU needed).
The demo includes code for:
1. Image captioning
2. Open-ended visual question answering
3. Multimodal / unimodal feature extraction
4. Image-text matching
Integrated into [Huggingface Spaces 🤗](https://huggingface.co/spaces) using [Gradio](https://github.com/gradio-app/gradio). Try out the Web Demo [![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/akhaliq/BLIP)