Salimath_N_11910813_2023_7160CEM_MTech_Project

Mtech project on Functional safety for AI in Autonomous driving

This project uses GTSRB dataset for training, validation and testing.

VGG16 model is used as benchmark model and Custom CNN model with and without Monte Carlo dropout layers are added to estimate uncertainities in predictions.

It also has function implementation to check and raise flag for reliability of predictions.

Trained VGG16 model is around 65MB, hence could not upload it to github. other models are given for reference.