Deep-Learning Project

Problem

Supervised learning

Project Summary

Use medical images to diagnose various lung and colon cancers using computer vision techniques.

Data

Data Description

This dataset contains color 25,000 images with 5 classes of 5,000 images each. Images are all 768 x 768 pixels.

• Lung_image_sets/lung_aca : 5000
• Lung_image_sets/lung_n : 5000
• Lung_image_sets/lung_scc : 5000
• Colon_image_sets/colon_n : 5000
• Colon_image_sets/colon_aca : 5000

Data Files

This research used Lung and Colon Cancer Histopathological Image Dataset (LC25000), which is published on academictorrents for research purposes.

Data Files

All the experiments and conclusions are written in the pdf report.