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README.md
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title: Roberta Marathi
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emoji: 🇮🇳
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colorFrom: yellow
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colorTo: green
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sdk: streamlit
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app_file: app.py
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pinned: false
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Color for Thumbnail gradient (red, yellow, green, blue, indigo, purple, pink, gray)
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Path to your main application file (which contains either `gradio` or `streamlit` Python code).
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Path is relative to the root of the repository.
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# Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis Implementation
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<img width="586" alt="스크린샷 2021-07-04 오후 4 11 51" src="https://user-images.githubusercontent.com/77657524/124376591-b312b780-dce2-11eb-80ad-9129d6f5eedb.png">
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the Pytorch, JAX/Flax based code imlementation of this paper : https://arxiv.org/abs/2104.00677
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The model gives the 3D neural scene representation (NeRF: Neural Radiances Field) estimated from a few images.
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Which is based on extracting the semantic information using a pre-trained visual encoder such as CLIP, a Vision Transformer
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Our Project is started in the HuggingFace X GoogleAI (JAX) Community Week Event.
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https://discuss.huggingface.co/t/open-to-the-community-community-week-using-jax-flax-for-nlp-cv/7104
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## Hugging Face Hub Repo URL:
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We will also upload our project on the Hugging Face Hub Repository.
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[https://huggingface.co/flax-community/putting-nerf-on-a-diet/](https://huggingface.co/flax-community/putting-nerf-on-a-diet/)
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## Demo
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[https://huggingface.co/spaces/flax-community/DietNerf-Demo](https://huggingface.co/spaces/flax-community/DietNerf-Demo)
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## Our Teams
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| Teams | Members |
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|------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------|
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| NeRF Team | Leader : [JaeYoung Chung](https://github.com/robot0321), Members : [Stella Yang](https://github.com/codestella), [Alex Lau](https://github.com/riven314), [Haswanth Aekula](https://github.com/hassiahk), [Hyunkyu Kim](https://github.com/minus31) |
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| CLIP Team | Leader : [Sunghyun Kim](https://github.com/MrBananaHuman), Members : [Seunghyun Lee](https://github.com/sseung0703), [Sasikanth Kotti](https://github.com/ksasi), [Khali Sifullah](https://github.com/khalidsaifullaah) |
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| Cloud TPU Team | Leader : [Alex Lau](https://github.com/riven314), Members : [JaeYoung Chung](https://github.com/robot0321), [Sunghyun Kim](https://github.com/MrBananaHuman), [Aswin Pyakurel](https://github.com/masapasa) |
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| Project Managing | [Stella Yang](https://github.com/codestella) To Watch Our Project Progress, Please Check [Our Project Notion](https://www.notion.so/Putting-NeRF-on-a-Diet-e0caecea0c2b40c3996c83205baf870d) |
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## License
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[Apache License 2.0](https://github.com/codestella/putting-nerf-on-a-diet/blob/main/LICENSE)
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