Author

Samrat Karki

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Jul 2026

Barnamala: Parameter-Efficient Handwritten Devanagari Recognition at Benchmark Saturation

A compact convolutional network for 46-class DHCD Devanagari recognition and reached 99.73%, the highest reported at 15.6x smaller than prior state-of-the-art, effectively reaching the saturation point.

Ashish Thapa, Samrat Karki · arXiv.org · 0 citations