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cs.CV2026
Measuring Annotation Efficiency for Handwritten Devanagari Recognition: Sample-Complexity Curves for Four Pretraining Regimes
Manglesh Kumar Pandey, Sumit Kumar Banshal
To train handwritten text recognition systems we need word images and their corresponding transcriptions, and these transcriptions are produced manually. For a script that can be r…
cs.CV2026
EMFE: A lightweight, explainable machine learning framework for malaria cell classification
Md Abdullah Al Kafi, Walayat Hussain, Mousumi Karmakar +2
Automated malaria diagnosis from stained blood-smear microscopy is dominated by deep convolutional neural networks that are accurate but computationally expensive, poorly interpret…