FILM
Google-research/frame-interpol is a public API for interpolating frames in large motion scenes, delivering state-of-the-art results typically within 36 seconds using NVIDIA T4 GPU hardware.
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Key Features
Large Scene Motion
Interpolates frames effectively in videos with significant motion.
Single-Network Model
Employs a unified network without optical flow or depth pre-training.
Frame Triplet Training
Trained solely on frame triplets for efficient learning.
NVIDIA T4 GPU
Optimized to run within 36 seconds on NVIDIA T4 hardware.
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Why Choose FILM
Single-Network:
Uses one model without extra pre-trained networks for simplicity and efficiency.Fast Processing:
Completes interpolation typically within 36 seconds on NVIDIA T4 GPUs.State-of-the-Art:
Delivers high-quality frame interpolation for large motion scenes.
Pricing
Pricing includes $0.65 per 1 million tokens for language models, $0.000100/sec ($0.36/hr) for NVIDIA T4 GPU, and $0.000725/sec ($2.61/hr) for NVIDIA A100 GPU. Prices are subject to change; verify on the official page.
About FILM
Google-research/frame-interpol is a public API for interpolating frames in large motion scenes, delivering state-of-the-art results typically within 36 seconds using NVIDIA T4 GPU hardware.
What FILM Does
This tool interpolates frames in videos with large motion scenes, enhancing video quality and enabling slow-motion effects. It benefits users by improving visual smoothness and compression efficiency.
It uses a unified single-network model trained on frame triplets without requiring extra pre-trained networks such as optical flow or depth estimation. The model employs a multi-scale feature extractor sharing convolution weights across scales, achieving state-of-the-art interpolation results.
Typical applications include film and video editing, special effects production, and research in machine learning and computer vision fields.
Pros & Cons
Open Source
Available publicly with GitHub repository and research paper.
API Access
Accessible via API for easy integration and automation.
Hardware Dependent
Performance relies on NVIDIA GPU availability for fast processing.
Limited Interpolations
Supports 1 to 8 interpolations per video at 30 FPS maximum.
Frequently Asked Questions
FILM interpolates frames in videos with large motion to enhance quality and create slow-motion effects.
Costs vary; approximately $0.0070 per run on Replicate, with detailed pricing on the official page.
It runs efficiently on NVIDIA T4 GPUs, completing predictions typically within 36 seconds.
Yes, the source code and research paper are publicly available on GitHub.
Yes, FILM offers API access for easy integration into workflows.
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