Analysis of Dimensional Influence of Convolutional Neural Networks for Histopathological Cancer Classification

no code implementations • 8 Nov 2020 • Shreyas Rajesh Labhsetwar, Alistair Michael Baretto, Raj Sunil Salvi, Piyush Arvind Kolte, Veerasai Subramaniam Venkatesh

Since compound scaling the baseline model ensures that all the three dimensions: width, depth and resolution are scaled, the best performance is obtained with compound scaling.

General Classification

Predictive Analysis of Diabetic Retinopathy with Transfer Learning

no code implementations • 8 Nov 2020 • Shreyas Rajesh Labhsetwar, Raj Sunil Salvi, Piyush Arvind Kolte, Veerasai Subramaniam Venkatesh, Alistair Michael Baretto

The results indicate that Transfer Learning with ImageNet weights using VGG 16 model demonstrates the best classification performance with the best Accuracy of 95%.

Classification General Classification +1