Cloud Type Detection with Segmentation using CNN (Segmentation Models)

This repository includes the fully implemented Cloud Detection Model from Satellite Images using RESNET-18 a CNN architecture. The Competition was hosted by the Max Planck Institute of Metreology in Kaggle competition

Dataset

Dataset is available on this link. You have to accept competition rules before downloading of Dataset

Performance Metrics

Dice Co-efficient

Insights of the Notebook for Quick View

Sample Images and their masks with Augmentation

Training and Validation Dice Co-efficient

Training and Validation Binary Crossentropy Dice Co-efficient Loss