image-classification-cervical-cancer

Repository for Kaggle's competition: "Intel and Mobile ODT Cervical Cancer Screening"

Strategies

Only CNNs

• Learning from scratch
• Using a previously trained neural network
• Transfer learning/fine tuning

Using multiclass classification, OVO and OVA

CNNs + others classifiers (SVM, Boosting)

• CNN feature maps from a previously trained neural network
• CNN feature maps from an own neural network