This notebook contains the multi-class classification of White Blood Cells using a Convolutional Neural Network.
Performance: Accuracy: 0.92, Precision: 0.9225, Recall: 0.92, F1-score: 0.92, Log loss score: 0.2251
The dataset used for this task can be found here WBC multiclass dataset
If you face any problem while loading the notebook, check out this Multiclass classification of WBC using CNN