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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…
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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…