MidcurveNN

Paired images of Profiles and their respective Midcurves

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license: apache-2.0

Dataset for Midcurve Computation

Description

Dataset: set of images, can be considered as pairs, profiles and their corresponding midcurves, with naming convention as - Profile: "I_Profile_mirrored_0.png" has corresponding - Midcurve: "I_Midcurve_mirrored_0.png" - Format is: shape name_Profile/Midcurve_transformation_parameter.png

Usage: Encoder Decoder like Semantic Segmentation or Pix2Pix on images to learn dimension reduction

Usage

https://www.kaggle.com/yogeshkulkarni/simple-encode-decoder-for-midcurvenn

References

• 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
• ODSC proposal https://confengine.com/odsc-india-2019/proposal/10090/midcurvenn-encoder-decoder-neural-network-for-computing-midcurve-of-a-thin-polygon
• CAD Conference 2021, Barcelona, pages 223-225 http://www.cad-conference.net/files/CAD21/CAD21_223-225.pdf