This Project Classifies the Blood Cell types using a 13-layer CNN Network.
The open available Dataset was provided by Hospital Clinic of Barcelona, PBC_dataset_normal.
It appears to be that the Dataset has high class imbalance which was reduced by using weighted random sampling, and data augmentation.