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| license: cc-by-4.0 |
| language: |
| - en |
| size_categories: |
| - 1K<n<10K |
| --- |
| **Dataset Description:** |
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| This dataset is a **large-scale collection of user-generated video data**, designed to support the development of advanced AI systems for video understanding, content analysis, and multimodal learning. |
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| Additionally, this dataset can be used in pipelines for **Supervised Fine-Tuning (SFT) and Reinforcement Learning with Human Feedback (RLHF) workflows**, improving model performance in video classification, captioning, summarization, and multimodal reasoning tasks. |
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| **Key Use Cases** |
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| -Action and activity recognition |
| -Speech-to-text and multimodal understanding |
| -Content moderation and safety detection |
| -Recommendation systems for video platforms |
| -Human behavior and interaction analysis |
| -Model evaluation and benchmarking |
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| **Dataset Specification** |
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| -Modality: Video |
| -Type: User-Generated Content |
| -Data Source: Public platforms, curated submissions, and user-generated media |
| -Data Nature: Real-world and diverse content |
| -Volume: Large-scale multi-domain dataset |
| -Duration : 30K Hours |
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| **Value of This Dataset** |
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| -Enables advanced video and multimodal AI model development |
| -Improves contextual and temporal understanding in AI systems |
| -Helps build AI-powered video analytics and recommendation platforms |
| -Enhances performance in real-world content understanding |
| -Strengthens LLMs with multimodal reasoning capabilities |
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| **Full Dataset Overview** |
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| 130K+ hours of video data covering STEM and user-generated content |
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| **Data Creation** |
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| Procured through formal agreements and generated in the ordinary course of business. |
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| **Considerations** |
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| This dataset is provided for research and educational purposes only. It contains only sample data. For access to the full dataset and enterprise licensing options, please visit our website [InfoBay AI](https://infobay.ai/) or contact us directly. |
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| -Ph: (91) 8303174762 |
| -Email: datareq@infobay.ai |
