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- title: Putting-nerf-on-a-diet
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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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- ## 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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+ # Configuration
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+ `title`: _string_
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+ Display title for the Space
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+ `emoji`: _string_
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+ Space emoji (emoji-only character allowed)
 
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+ `colorFrom`: _string_
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+ Color for Thumbnail gradient (red, yellow, green, blue, indigo, purple, pink, gray)
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+ `colorTo`: _string_
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+ Color for Thumbnail gradient (red, yellow, green, blue, indigo, purple, pink, gray)
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+ `sdk`: _string_
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+ Can be either `gradio` or `streamlit`
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+ `app_file`: _string_
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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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+ `pinned`: _boolean_
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+ Whether the Space stays on top of your list.