July 4, 2022, 12:02 a.m. | Gaurav Sharma

Towards AI - Medium pub.towardsai.net

Image credit: Cogito

Introduction

Semantic segmentation is a pixel-wise classification task with many valuable applications, such as object detection and image retrieval. Despite its usefulness, semantic segmentation can be difficult to achieve good results on. In this blog post, I’ll share my experience of trying semantic segmentation for the first time and the lessons I learned from it.

What is semantic segmentation?

Semantic segmentation is a type of computer vision technology that allows for identifying objects within an image. This …

artificial intelligence object-detection segmentation semantic semantic-segmentation technology training data

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