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Create your own image classification annotation tool in 5 minutes | by Florian Trautweiler | January 2025
How to label an image dataset with OpenCV and PythonEvery time machine learning is applied to solve a problem, in ...
Tag: Annotation
Generalizable error modeling for human data annotation: Evidence from an industrial-scale search data annotation program.
Machine learning (ML) and artificial intelligence (ai) systems rely heavily on human-annotated data for training and evaluation. A major challenge ...
Data annotation tools: A comprehensive overview
Data annotation tools are the unsung heroes of ai and machine learning. From self-driving cars to ai-powered healthcare systems, these ...
On statistical and efficient quality estimation for data annotation
Annotated data is an essential ingredient for training, evaluating, benchmarking, and putting machine learning models into production. Therefore, it is ...
Build an active learning pipeline for automatic annotation of images with AWS services
This blog post is co-written with Caroline Chung from Veoneer. Veoneer is a global automotive electronics company and a world ...
Skeleton-based pose annotation labeling using Amazon SageMaker Ground Truth
Pose estimation is a computer vision technique that detects a set of points on objects (such as people or vehicles) ...
Artificial Intelligence Annotation – Practical Ed Tech
A few weeks ago I attended a webinar hosted by Dr Gary Stager. At one point in the webinar, the ...
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