Efficient Image Segmentation Using PyTorch: Part 1

Concepts and Ideas

In this 4-part series, we’ll implement image segmentation step by step from scratch using deep learning techniques in PyTorch. We’ll start the series with the basic concepts and ideas needed for image segmentation in this article.

Co-authored with Naresh Singh

Image Segmentation is a technique to isolate pixels belonging to specific objects in an image. Isolation of object pixels opens doors to interesting …

article concepts dataset deep learning deep learning techniques hands-on-tutorials ideas image images image-segmentation masks oxford part pytorch pytorch-image-segment segmentation series