Tag Archives: Image Processing

Fast Image Pre-processing with OpenCV 2.4, C++, CUDA: Memory, CLAHE

Previous couple of posts describe some retina images pre-processing with OpenCV and IPython notebooks. Python is great but having to pre-process about 88,000 images (35,000 train and 53,000 test) I had my doubts about how long it would all take. Besides, I am a huge fan of CUDA, I have a GTX Titan GPU and… Read More »

Image Processing with OpenCV and Python

The following few posts are a fallout from the Kaggle Diabetic Retinopathy Detection competition. I have been learning image processing with OpenCV 2.4/C++/GPU, Python 2.7, scikit-image, PIL, etc. It was a lot of fun. Finding the Eye¶We have a dataset of over 35,000 fundus images and we need to do some processing on them. Seems… Read More »