Daniel Kulas - Publications - Bridge of Knowledge

Daniel Kulas

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emotion recognition, dataset, video annotation

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Year 2023

AffecTube — Chrome extension for YouTube video affective annotations
Publication
- D. Kulas
- M. Wróbel
- SoftwareX - Year 2023
The shortage of emotion-annotated video datasets suitable for training and validating machine learning models for facial expression-based emotion recognition stems primarily from the significant effort and cost required for manual annotation. In this paper, we present AffecTube as a comprehensive solution that leverages crowdsourcing to annotate videos directly on the YouTube platform, resulting in ready-to-use emotion-annotated...

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