biplab2008
commited on
Merge branch 'main' of https://huggingface.co/biplab2008/TestingViscosity
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README.md
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language:
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- en
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metrics:
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- r_squared
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tags:
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- chemistry
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pipeline_tag: image-feature-extraction
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---
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language:
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- en
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metrics:
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- name: r_squared
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type: r_squared
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value: 0.906
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tags:
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- chemistry
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- pytorch
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- video-regression
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pipeline_tag: image-feature-extraction
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---
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# Viscosity Regression Model
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Regress the viscosity value [cP] directly from videos using CNN3D and Feedforward NN; no need for hand-crafted feature engineering.
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![image/png](https://cdn-uploads.huggingface.co/production/uploads/6632618508a36fda54f27609/w_HLzfUAq33Qo4gS2MsXw.png)
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# Video Frames
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<video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/6632618508a36fda54f27609/o9oitVnhhZpAG7OrT0LuE.mp4"></video>
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# Model Architecture
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![image/png](https://cdn-uploads.huggingface.co/production/uploads/6632618508a36fda54f27609/PHnchHN6_dAC9o8bo9Tvs.png)
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## Train & Test R2
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![image/png](https://cdn-uploads.huggingface.co/production/uploads/6632618508a36fda54f27609/7q6Xrx8upSIwIwgC1wEEw.png)
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