Dataset used for training and testing the model is a public dataset.
Link for dataset is https://www.dropbox.com/s/luhnutk30qyg3zd/LC25000.zip?dl=0
This model is trained to identify from the images whether the images contains the cancer cells or not.
- A simple CNN model with image augumentation techniques.
Training Accuracy : 94% (approx)
Validation Accuracy: 95% (approx)
- A transfer learning model using Inception Network with Image augumentation techniques
Training Accuracy : 98% (approx)
Validation Accuracy: 98% (approx)