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• Published Subscription Original Research 25 Jun 2025

  Handwritten Sanskrit Word Recognition: A Deep Learning Approach Using AlexNet

  By Shraddha V. Shelke, D.M. Chandwadkar, S.P. Ugale, Rupali V. Chothe

  Abstract: Handwritten Sanskrit word recognition poses significant challenges due to the intricate structure of the script and the considerable variations in handwriting across individuals. To address these challenges, this research introduces a novel methodology employing transfer learning with the AlexNet convolutional neural network. The study utilized two distinct datasets: a specifically curated Sanskrit word image dataset containing 2616 samples, alongside a broader Devanagari character dataset used for validation purposes. The established …

  Published in Current Trends in Signal Processing · Vol. 15, Issue 2, 2025 · pp. 33–43 Read article →