Interactive MNIST Classifier
Python (PyTorch, OpenCV, Matplotlib, Streamlit) · Mar 2024 - May 2024
An app that lets users interact with multiple machine learning models for hand-written digit recognition.
Built and trained a multi-layer perceptron classifying hand-written digits with PyTorch
Devised a clean UI for model interaction with Streamlit, with input preprocess done with OpenCV
Collected model performance metrics like loss and confusion matrix, and visualized them with Matplotlib
