yogeshkulkarni
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README.md
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license: apache-2.0
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---
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# MidcurveNN
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Paired images of Profiles and their respective Midcurves
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license: apache-2.0
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Dataset for Midcurve Computation
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![](https://github.com/yogeshhk/MidcurveNN/blob/master/TalksPublications/Kaggle/simpleencoder_decoder_batch5_epochs200_earlystop50.png)
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## Description
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Dataset: set of images, can be considered as pairs, profiles and their corresponding midcurves, with naming convention as
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- Profile: "I_Profile_mirrored_0.png" has corresponding
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- Midcurve: "I_Midcurve_mirrored_0.png"
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- Format is: shape name_Profile/Midcurve_transformation_parameter.png
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Usage: Encoder Decoder like Semantic Segmentation or Pix2Pix on images to learn dimension reduction
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## Usage
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https://www.kaggle.com/yogeshkulkarni/simple-encode-decoder-for-midcurvenn
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## More explanation:
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- Vixra paper MidcurveNN: Encoder-Decoder Neural Network for Computing Midcurve of a Thin Polygon, viXra.org e-Print archive, viXra:1904.0429 http://vixra.org/abs/1904.0429
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- ODSC proposal https://confengine.com/odsc-india-2019/proposal/10090/midcurvenn-encoder-decoder-neural-network-for-computing-midcurve-of-a-thin-polygon
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- CAD Conference 2021, Barcelona, pages 223-225 http://www.cad-conference.net/files/CAD21/CAD21_223-225.pdf
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