Deeplearning Projects

Cancer subproject

• This project contains some kaggle challenges which were solved
• Data for the cancer project can be gotten from the kaggle link: [https://www.kaggle.com/c/histopathologic-cancer-detection)

1. The CancerCNN.py gets you above 90% accuracy
2. The CancerResnet.py builds you a Resnet-18 from scratch and gets you above 80% accuracy.

CIFAR-10 subproject

• This project is one of the datasets which come with keras and a more challenging dataset than the simple MNIST.

1. The CIFAR.py gets you 84% accuracy