Developed a deep learning system using Convolutional Neural Network (CNN) model that can analyze visual imagery to classify histopathology images of colon cells based on CRCHistoPhenotypes dataset.
♦ Classify images according to whether given cell image represents a cancerous cells or not (isCancerous).
♦Classify images according to cell-type, such as: fibroblast, inflammatory, epithelial or others.

• Source CodeDirect Message via Linkedin
• PlatformJupyter Notebook, Google Colaboratory
• StackTensorflow, Scikit-learn, Numpy, Pandas, Matplotlib, Seaborn
• BlogpostWhy choosing Deep Learning for Image Classification
• Team SizeTwo members

Usage

• ProblemComparative analysis of image classification algorithms based on traditional machine learning and deep learning
• SolutionGuide to Image Classification in an Efficient Way!

Demo