/projects

MNIST Handwritten Digits (CNN)

Jupyter notebook training a simple CNN on the MNIST handwritten digits dataset, including training, evaluation, and error analysis.

MNIST Handwritten Digits (CNN)

Highlights

Loads MNIST via Keras, visualizes samples, normalizes and flattens data
Trains a two-layer dense neural network with Dropout and reports accuracy
Generates predictions, confusion matrix and visualizes misclassified examples

Technologies

TensorFlowKerasNumPyMatplotlibSeabornJupyter NotebookCNN