Search Results for author: Shubhankar Gahlot

Found 2 papers, 0 papers with code

Leveraging Citizen Science for Flood Extent Detection using Machine Learning Benchmark Dataset

no code implementations15 Nov 2023 Muthukumaran Ramasubramanian, Iksha Gurung, Shubhankar Gahlot, Ronny Hänsch, Andrew L. Molthan, Manil Maskey

Specifically, Sentinel-1 C-Band Synthetic Aperture Radar (SAR) imagery has proven to be useful in detecting water bodies due to low backscatter of water features in both co-polarized and cross-polarized SAR imagery.

Data optimization for large batch distributed training of deep neural networks

no code implementations16 Dec 2020 Shubhankar Gahlot, Junqi Yin, Mallikarjun Shankar

Distributed training in deep learning (DL) is common practice as data and models grow.

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