Search Results for author: Sachini Wickramasinghe

Found 2 papers, 1 papers with code

VTR: An Optimized Vision Transformer for SAR ATR Acceleration on FPGA

no code implementations6 Apr 2024 Sachini Wickramasinghe, Dhruv Parikh, Bingyi Zhang, Rajgopal Kannan, Viktor Prasanna, Carl Busart

We directly train this model on SAR datasets which have limited training samples to evaluate its effectiveness for SAR ATR applications.

A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification

1 code implementation1 Feb 2024 Jacob Fein-Ashley, Tian Ye, Sachini Wickramasinghe, Bingyi Zhang, Rajgopal Kannan, Viktor Prasanna

Our experimental results on benchmark grayscale image datasets demonstrate the effectiveness of the proposed model, achieving vastly lower latency (up to 16$\times$ less) and competitive or leading performance compared to other state-of-the-art image classification models on various domain-specific grayscale image classification datasets.

Image Classification Medical Image Classification

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