GitHub

digit-classification

Enhanced LeNet-5 for MNIST digit classification with minor modifications like dropout for better generalization and OneCycleLR training. High-accuracy baseline for handwritten digit recognition and ...
GitHub

KNN Handwritten Digit Classification

The goal of this project is to classify handwritten digits (0–9) using the KNN algorithm and analyze how different values of K affect model performance. The project uses the Sklearn Digits dataset, ...
IEEE

Comparative Analysis of Activation Functions in CNN for Digit Sign Language Classification

Abstract: Sign language (SL) is a language that presented through hand signs and gestures as a form of communication for the deaf community. Due to the lack of SL understanding in society, there is ...
IEEE

Two-Way ANOVA Optimisation of RANC Neuromorphic Accelerators for Robust Digit ...

Abstract: This paper investigates the optimal operational range for a hardware-accelerated digit classification system leveraging Reconfigurable Architecture for Neuromorphic Computing (RANC) ...