kprohith/porsche-classifier

Identify Porsche models(718, 911, Taycan, Macan, Cayenne, Panamera) with 95% accuracy

Porsche Classifier

Identify Porsche models(718, 911, Taycan, Macan, Cayenne, Panamera) with 95% accuracy.

Trained using fastai-v3, pytorch and Gradient.

Uses resnet50 and trained on a Nvidia Quadro P5000.

Built on docker and is hosted on Microsoft Azure Web Services.

Trained on a dataset of publicly sourced images containing 30000 Porsche car models of varying degree of quality.

Porsche cars, specially the latest generations of the Panamera/Taycan,Macan/Cayenne & 911/718 can be pretty tricky to tell apart for a layman who isn't paying very close attention, which is why I wanted to test out what kind of features this deep learning model would pick up.