Assignment 2: Machine Learning Project
Faith Ha & Chau Le
Dataset contains 27x27 RGB images of traffic signs taken from the Belgium Traffic Sign Dataset. The goal is to classify traffic signs by shape and type, by building a CNN with keras model and trained it with the BelgiumTS dataset. The model achieved a weighted f-1 score of 89% for shape and 66% for type. To test the model the european traffic sign dataset was used.
https://drive.google.com/drive/folders/1AcY281vmGFL5HdL5F-NHA3N5CsM16NZa?usp=sharing
- Uploaded files and colab notebook to google colab
- Replace !ls /content/drive/'My Drive'/COSC2673A2/ with the folder you have placed the files in
- Run notebook