100 high-resolution 4K video clips recorded at 1000 fps for training and evaluating extreme video frame interpolation models. The collection includes the X4K1000FPS training set and the X-Test benchmark consisting of 15 sequences with significant object and camera motion.
Use Cases
- Train deep learning models for video frame interpolation using the 4K resolution frame pairs
- Evaluate motion estimation robustness using the X-Test sequences with large displacement
- Generate slow-motion video by interpolating multiple intermediate frames from the high-fps source data
Strengths
- Features 100 video clips at 4K resolution (3840x2160) for high-fidelity training
- Includes the X-Test benchmark with 15 sequences specifically curated for extreme motion evaluation
- Provides ground truth frames at 1000 fps to allow for flexible temporal downsampling and supervision