I am a data scientist and I work on image classification, visual search, and object detection.
About | Projects | CV pdf📚
I love to read books ranging from political thought, economics, philosophy, and ofcourse machine learning & programming. For that matter, this list is never-ending.
Notes | Books wishlistWorking with broken images in Pytorch
Too often I’ve found myself in this problem with Pytorch where the dataloader doesn’t work because there’s a bad image in the dataset. One solution would definitely be to write a module that loads each image and then deletes the
Efficiently processing large image datasets in Python
I have been working on Computer Vision projects for some time now and moving from NLP domain the first thing I realized was that image datasets are yuge! I typically process 500GiB to 1TB of data at a time while