Occasional notes about thinking machines

  1. Diabetic retinopathy detection with convolutional neural network

    Diabetic Retinopathy Detection on Kaggle has ended recently. As California Healthcare Foundation has provided huge dataset of retina images, I considered it a perfect chance to test scientific concepts on real data. Given the images for which a clinician has rated the presence of diabetic retinopathy on a scale from…

    • on caffe, kaggle, convolutional neural networks

  2. Preparing Multi-labelled Image dataset

    In case of multiple output labels, caffe requires the input data to be formatted accordingly. A possible option is to create hdf5 dataset which contains the images and belonging labels. After checking this matlab demo script, I have prepared a function which generates a hdf5 dataset from the images and…

    • on caffe, hdf5, convolutional neural networks