Methods › Computer Vision › Video Recognition Models › MoViNet
MoViNet
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Mobile Video Network, or MoViNet, is a type of computation and memory efficient video network that can operate on streaming video for online inference. Three techniques are used to improve efficiency while reducing the peak memory usage of 3D CNNs. First, a video network search space is designed and neural architecture search employed to generate efficient and diverse 3D CNN architectures. Second, a Stream Buffer technique is introduced that decouples memory from video clip duration, allowing 3D CNNs to embed arbitrary-length streaming video sequences for both training and inference with a small constant memory footprint. Third, a simple ensembling technique is used to improve accuracy further without sacrificing efficiency.
Papers archive 2025-07-28
2 shown of 2, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
-
Real-time Streaming Video Denoising with Bidirectional Buffers 14 Jul 2022 · 1 repository · arXiv:2207.06937Syntology ran 3 of 3 samples · 0 unverified
-
MoViNets: Mobile Video Networks for Efficient Video Recognition 21 Mar 2021 · 3 repositories · arXiv:2103.11511Syntology ran 8 of 13 samples · 5 unverified
Tasks archive 2025-07-28
8 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Action Classification | 1 |
| Action Recognition | 1 |
| Computational Efficiency | 1 |
| Denoising | 1 |
| Neural Architecture Search | 1 |
| Temporal Action Localization | 1 |
| Video Denoising | 1 |
| Video Recognition | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections