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- ---
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- license: cc-by-nc-nd-4.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: cc-by-nc-nd-4.0
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+ task_categories:
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+ - video-classification
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+ - video-text-to-text
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+ tags:
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+ - video
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+ - Facial Recognition
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+ - Computer Vision
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+ - Machine learning
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+ - Emotion Recognition
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+ size_categories:
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+ - 1K<n<10K
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+ ---
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+ # Video Dataset of Various Emotions for Recognition Tasks
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+ Dataset comprises **1,000+** videos featuring **11** facial emotions and **15** inner emotions expressed by individuals from diverse backgrounds, including various races, genders, and ages. It is designed for **emotion recognition** research, focusing on **emotion detection** and emotion **classification** tasks.
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+ By utilizing this dataset, researchers can explore advanced **emotion analysis** techniques and develop robust recognition models that can accurately identify and classify **facial expressions** and **emotional categories**. - **[Get the data](https://unidata.pro/datasets/video-emotion-recognition-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=video-emotion-recognition-dataset)**
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+ The dataset includes a wide range of emotional expressions, allowing for comprehensive studies in emotion predictions and expression recognition.
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+ # 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/video-emotion-recognition-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=video-emotion-recognition-dataset) to discuss your requirements and pricing options.
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+
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+ ## Metadata for the dataset
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+ ![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2Faf0c2d80d660c8d38184a9ff28a094b3%2FFrame%201%20(6).png?generation=1741771741312300&alt=media)
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+ Variables in .csv files:
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+ - id: Unique identifier for each video
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+ - inner_emotion: The inner emotion expressed in the video
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+ - facial_emotion: The facial emotion displayed in the video
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+ - transcript: Text transcription of the video's content
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+ - video: Link to the original video
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+ - text: Link to the transcription
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+
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+ The dataset contains videos that capture a variety of facial expressions and emotions, including both positive and negative emotions. Each video is annotated with detailed information about the emotions displayed, enabling researchers to conduct in-depth analyses and comparisons across different emotion categories.
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+ # 🌐 [UniData](https://unidata.pro/datasets/video-emotion-recognition-dataset/?utm_source=huggingface&utm_medium=cpc&utm_campaign=video-emotion-recognition-dataset) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects