dataset: any diabetic retinopathy images dataset
model: design a ensemble deep learning model or comparison of existing models on diabetic retinopathy dataset, existing datasets are suffers from class imbalance, so use data augmentation methods like auto encoders or GAN or Variational auto encoders to increase the dataset, and then model building
Hello, I am very familiarized with the requirements of your projects. And it can be done really fast. Let's connect over chat to discuss more on this. Thanks,
16 freelancers are bidding on average ₹10219 for this job
Hi, I read through the details and confident to deliver this project in the proposed timeline. We have experienced python developer having experience in implementing many use cases. Let's chat..! Thanks,
hi there...... I can use transfer learning to train an NN like resnet ..... i can also use GANs to increase data sets ..... I have an MS degree in Mechatronics Engineering .... please contact me soon if interested
I propose test time augmentation scheme for your project which improves results a lot. I have good english skills and deep learning foundations, feel free to contact.