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Aleksandr Kapitanov

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Artificial vs Natural Intelligence in Annotation TasksHighLoad++ 20242024-12-02
Compares manual annotation workflows with modern AI approaches across vision, language and audio: covers SAM for detection/segmentation, vision-language models…
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The Recipe for Perfect Annotation in Computer VisionHighLoad++ 20232023-11-27
Describes creating and releasing three large open datasets for computer vision—HaGRID, EasyPortrait, and Slovo—covering different CV tasks. Explains the…
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How to Build a Huge Dataset Without Spending a FortuneHighLoad++ 20222022-11-24
Describes how the HaGRID project collected and annotated a very large gesture dataset for machine learning. Covers practical methods and processes used to…
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