Neptune blog

In-Depth Articles for Machine Learning Practitioners

How to Do Data Exploration for Image Segmentation and Object Detection (Things I Had to Learn the Hard Way)

I’ve been working with object detection and image segmentation problems for many years. An important realization I made is that people don’t […]

image segmentation kaggle tips and tricks

Image Segmentation: Tips and Tricks from 39 Kaggle Competitions

Imagine if you could get all the tips and tricks you need to hammer a Kaggle competition. I have gone over 39 […]

Image segmentation in 2020: Architectures, Losses, Datasets, and Frameworks

In this piece, we’ll take a plunge into the world of image segmentation using deep learning. We’ll talk about: what image segmentation […]