briceicle / capstone

Final Project of Udacity's Machine Learning Nanodegree

Project 5: Capstone

This Project Has Been Confirmed As Successful By A Udacity Reviewer.

Using the "SVM-KNN" technique to recognize images of handwritten digits.

Source Code

• /data - folder containing the dataset
• capstone.ipynb - iPython Notebook file to perform data exploration
• model.py - implements the learning model
• report.pdf - detailed report of the problem and solution

Requirements

This project requires Python 2.7 and the following Python libraries installed:

• Numpy
• matplotlib
• scikit-learn
• iPython Notebook

Run

Navigate to the root folder, then execute one of the two following commands:

• jupyter notebook capstone.ipynb to open the notebook file
• python model.py to run the model and see categorization accuracy