UltraSports4K: High-Resolution Action Video Dataset for AI Training

Dataset Description

UltraSports4K is a cinematic collection of 4K sports videos designed for generative AI and computer vision development. Each clip captures authentic athletic motion, realistic lighting, and dynamic camera perspectives across multiple disciplines — running, cycling, water sports, martial arts, and team games. Created with professional production standards, this dataset delivers highly consistent, high-fidelity motion data for models that learn to perceive, interpret, and generate complex physical activity and human dynamics. It is engineered as a premium visual foundation resource for next-generation multimodal and video synthesis systems.

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Dataset Features • Video_ID: Unique identifier for each clip. • Sport_Type: Sport category represented. • Scene_Description: Contextual summary of the action. • Resolution: 3840x2160 (4K UHD). • Frame_Rate: 24–60 fps depending on motion intensity. • Duration: 15–20 seconds per clip. • Lighting_Condition: Natural, artificial, or mixed. • Camera_Angle: Shot type and viewing perspective. • License_Type: Proprietary, non-exclusive.

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Distribution • Format: MP4 (H.264 / H.265). • Structure: Organized by sport category folders. • Data Volume: ~737 GB total, 5,200 curated clips. • Metadata: CSV file with technical and descriptive annotations. • Delivery: After purchase, a download link will be provided. Alternative delivery methods (e.g., physical hard drive shipment) can be arranged.

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Usage

Ideal for advanced AI research and production workflows: • Generative AI training for text-to-video or video synthesis models. • Computer vision systems for action recognition, pose estimation, and movement analysis. • Research in temporal reconstruction, diffusion, and multimodal perception. • Foundation model pretraining for dynamic visual understanding.

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Coverage • Geographic Coverage: Latin America, primarily Brazil. • Time Range: 15–20 seconds per video. • Demographics: Latin and Brazilian athletes, diverse in gender, age, and background.

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License

Proprietary – Non-exclusive commercial license.

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Who Can Use It • Data Scientists: For training and fine-tuning visual generative models. • Researchers: For studies in motion, perception, and visual synthesis. • Businesses: For AI-driven video generation, creative tools, or sports analytics.

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Additional Notes

UltraSports4K stands as a high-performance visual dataset crafted for AI that seeks realism, diversity, and kinetic authenticity. The dataset’s consistent capture design and precise motion variety make it an elite visual infrastructure for large-scale AI model training and innovation.