Skip to content

mferuscomelo/traffic-signs-classification

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

16 Commits
 
 
 
 
 
 
 
 

Repository files navigation

Belgian Traffic Signs Classification

Description

Created as an Applied Deep Learning Trainee as part of the MIT FutureMakers program, a part-time 6-week AI learning program, developed through a collaboration between SureStart and the MIT RAISE (Responsible AI for Social Empowerment and Education) Initiative. More information on my work during the program can be found here: https://github.com/mferuscomelo/mit-futuremakers

This is part of the TensorFlow Basics tutorial. Trained new model that increased accuracy to over 80%, in comparison to the tutorial's model with 60% accuracy.

Dataset

The dataset I used can be found here: https://btsd.ethz.ch/shareddata/. I downloaded BelgiumTSC_Training and BelgiumTSC_Testing, listed under BelgiumTS for Classification (cropped images).