This paper investigates the application of Convolutional Neural Networks (CNNs) in MNIST handwritten digit recognition, with a particular focus on optimizing the ResNet-18 model. By introducing ...

🧠 Handwritten Digit Recognition using Deep Learning This project implements a CNN-based image classification model using the MNIST dataset to recognize handwritten digits from 0 to 9. It is built ...