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A Brief History of CNNs in Image Segmentation: From R-CNN to Mask R-CNN
- rayuela 10y agoSo is Athelas using CNNs to count white blood cells?
- dhruvp 10y agoHi! We are indeed using CNNs in some parts of our pipeline. You can read more about the general idea of how we use them here: https://blog.athelas.com/classifying-white-blood-cells-with-convolutional-neural-networks-2ca6da239331 https://blog.athelas.com/classifying-white-blood-cells-with-...
- rayuela 10y agoThis is pretty clever. That's a really nice write up too.
- ivan_ah 10y agoVery nice review article. Usually all the deep learning details are over my head, but I was able to follow this article in its entirety. Now if only there were jupyter notebooks with implementations of the different approaches, folks at home would be able to follow along with code, which is always the best.
- dhruvp 10y agoThanks for the kind words! I feel as though research papers are not always the easiest way to communicate ideas with a non-research focused audience. I think there's room for more people (like distill.pub) to take the main ideas from the research papers are share the underlying intuition with a larger audience. I'll try and add more notebooks next time - totally fair point and would make it more interactive. Thanks for the feedback! Dhruv