What is FILM?
The Google-research/frame-interpol is a public API tool that allows users to run models to interpolate frames in large scenes of motion, with a minimum output of 1 and maximum of 8 interpolations per video, at a FPS of 30. The tool presents a single-network approach that achieves state-of-the-art results without using additional pre-trained networks such as optical flow depth. The model is trained with a frame triplet alone and is typically completed within 36 seconds using NVIDIA T4 GPU hardware. Additional information, such as citations and examples, are available on the tool's GitHub page.
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FILM's key features
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Interpolate frames in large scenes of motion
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Single-network approach
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Achieves state-of-the-art results without using additional pre-trained networks such as optical flow depth
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Model trained with a frame triplet alone
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Completed within 36 seconds using nvidia t4 gpu hardware
FILM use cases
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Enhancing video quality
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Creating slow-motion effects
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Improving video compression
Who is it for?
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Film and video editors
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Special effects creators
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Machine learning engineers
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Ai researchers
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Data scientists