• 1,000 professionally captured videos: 5-second clips in 4K UHD at 60 fps, showcasing real-world natural scenes with high visual quality.
• Temporal consistency: No scene cuts within sequences, ideal for generative and temporal learning tasks.
• Diverse real-world content: Includes varied environments, lighting conditions, textures, and motion patterns.
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• Two versions available:
  • High-quality references for research and evaluation
  • Compressed versions for rapid prototyping and lightweight testing
• Open-access license: Supports reproducibility and benchmarking in academic research.

🧠 Research Applications Enabled by Nature-1k

• Generative AI for video (inpainting, synthesis, etc.)
• Video super-resolution and enhancement
• Video frame interpolation and prediction
• Neural network-based and content-aware video encoding
• Adaptive video streaming and bitrate optimization