Fender Image Classifier

Image Classifier for Fender Guitars model built with fastai wrapper on top of PyTorch. Using the CNN transfer learning technique, the pre-trained ResNet50 model was fine-tuned on the shallow layers to the different types of Fender guitars - Stratocaster, Telecaster and Jazzmaster.

Dataset was created using scraped images of different Fender guitars from the Internet.