Project

Batik Fabric Analysis

Analysing Pattern of Batik (Indonesian Traditional Fabric) using SIFT and SURF

Category
Android Development
Institution
Parahyangan Catholic University

Description

Analysis of batik pattern using SURF SIFT K-Means and DBSCAN. This is first solo research project on pattern analysis (2019).

My Contribution

  • Using SURF SIFT feature detection algorithm
  • Cluster the feature using K-Means and DBSCAN
  • Use z value to analyze the most prominent feature in batik

Keywords

Research
Machine Learning
Tools
Scikit-Learn OpenCV
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