Search Results for author: Shril Mody

Found 2 papers, 1 papers with code

Merged-GHCIDR: Geometrical Approach to Reduce Image Data

no code implementations6 Sep 2022 Devvrat Joshi, Janvi Thakkar, Siddharth Soni, Shril Mody, Rohan Patil, Nipun Batra

We propose two variations: Geometrical Homogeneous Clustering for Image Data Reduction (GHCIDR) and Merged-GHCIDR upon the baseline algorithm - Reduction through Homogeneous Clustering (RHC) to achieve better accuracy and training time.

Clustering

Geometrical Homogeneous Clustering for Image Data Reduction

1 code implementation27 Aug 2022 Shril Mody, Janvi Thakkar, Devvrat Joshi, Siddharth Soni, Rohan Patil, Nipun Batra

The intuition behind the first approach, RHCKON, is that the boundary points contribute significantly towards the representation of clusters.

Clustering

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