SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models. (by facebookresearch)
imutils
A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python. (by PyImageSearch)
| SlowFast | imutils | |
|---|---|---|
| 7 | 2 | |
| 6,280 | 4,483 | |
| 0.9% | 0.3% | |
| 5.1 | 0.0 | |
| 4 months ago | 3 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
SlowFast
Posts with mentions or reviews of SlowFast.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-10-26.
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Counting number of times a behavior is repeated with Computer Vision: How hard is this?
For X3D check : Meta's Repo
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Questions about some video-related concepts such as sampling rate and frame rate
However, when I am reading the slowfast code （https://github.com/facebookresearch/SlowFast/blob/main/slowfast/config/defaults.py）
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[D] Efficiently loading videos in PyTorch without extracting frames
Try using ffmpeg. They use av Python bindings in this repository: https://github.com/facebookresearch/SlowFast/tree/main/slowfast/datasets
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Facebook AI Introduces Multiscale Vision Transformers (MViT), A Transformer Architecture For Representation Learning From Visual Data
Code for https://arxiv.org/abs/2104.11227 found: https://github.com/facebookresearch/SlowFast
Github: https://github.com/facebookresearch/SlowFast
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[R] Facebook AI Conducts Large-Scale Study on Unsupervised Spatiotemporal Representation Learning
Super interesting! Has anyone managed to find the code for this - the official repo doesn't seem to have the models yet https://github.com/facebookresearch/SlowFast
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When TimeSFormer repo? [action recognition]
facebook’s TimeSFormer / “is space-time attention all you need for video understanding?” Came out in feb. There is no official repo (yet). Maybe they will add it to https://github.com/facebookresearch/SlowFast
imutils
Posts with mentions or reviews of imutils.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-02-17.
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Imutils for c++
imutils you can find the original one which uses python here. also happy cake day!
- [D] Efficiently loading videos in PyTorch without extracting frames
What are some alternatives?
When comparing SlowFast and imutils you can also consider the following projects:
vision - Datasets, Transforms and Models specific to Computer Vision
DALI - A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
imutils-cpp - This is a cpp version of popular python computer vision library imutils