RhinoCoder/ResNet50-vs-ResNet18-Gradual-Increase

Comparison between a pre-trained ResNet18 model ImageNet tested gradually increased dataset on dataset CIFAR100 and ResNet50 model rtrained on CIFAR100 dataset. While maintaining an acceptable accuracy, a huge time decrease on training time is achieved due to smaller, but distilled dataset that allows model to be general enough on unseen data.

Python