I built and deployed a lung cancer subclassification image classifier following the FastAI lectures and reading the documentation. I used the Lung and Colon Cancer Histopathological Image Dataset (LC25000) and transfer learning with a resnet50 model to achieve 0.9993 accuracy. You can play with the classifier here, and I’ve set aside a test image set here.
Eventually, I’d like to break into data science. This is my first computer vision model and third model overall.