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Dmitriy Antipov

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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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Speeding up data labeling with neural nets: pipeline, metrics and life hacksHighLoad++ 20242024-12-02
Describes building a data-labeling pipeline that uses neural networks to speed up complex annotation tasks, detailing the system architecture, the metrics used…
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