This is edited notebook from the course Practical deeplearning for coders.

The main goal of this notebook is to take advantage of capabilities of existing pretrained models. To conclude in a single word - 'Transfer Learning'

The model used is pretrained 'Resnet18', finetuned on images of target classes. The images are scrapped from internet.

The model took around 3 minutes to train on kaggle 'CPU'.

The inference app is hosted on Huggingface Space.