mydia | efficient wrapper for reading videos | Video Utils library
kandi X-RAY | mydia Summary
kandi X-RAY | mydia Summary
Reading videos as NumPy arrays was never more simple. This library provides an entire range of additional functionalities such as custom frame selection, frame resizing, pixel normalization, grayscale conversion and much more.
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Top functions reviewed by kandi - BETA
- Read data from files
- Read videos from parallel
- Read a video
- Probe using ffmpeg
- Make a grid of data
mydia Key Features
mydia Examples and Code Snippets
Community Discussions
Trending Discussions on mydia
QUESTION
I'm using Mydia to extract random frames from videos. Because I have a lot of videos, I want to parallelize this workflow while maintaining repeatability. mydia.Videos
accepts a random seed, which is important for ensuring repeatability. Now I need to work on the parallelization piece.
Given n
videos and a random seed, r
, how can I ensure that the extracted frames for each video is the same regardless of the number of workers? I'm particularly interested in the algorithmic component, not necessarily the code.
My initial thought was to use multiprocessing.Pool
. However, there will be a race condition in sampling the frames if the processes' completion times are non-determinstic; i.e., if proc 1 takes longer than proc 0, the sampled frames from the Videos
class will be different than if proc 0 takes longer than proc 1.
ANSWER
Answered 2018-Oct-09 at 10:55My solution is a bit unorthodox because it's library-specific. Mydia allows to pass the frames to extract in lieu of forcing the Videos
client to sample directly. This affords me the opportunity to precalculate the frames to sample in the parent process. By doing this, I can "mock" the randomness in the subprocesses by instantiating a new Videos
with those frames. For instance:
QUESTION
ANSWER
Answered 2017-Feb-24 at 11:01The problem is caused by missing bottom labels on second graph. To make them the same height you could do the following:
- Define height of first graph 350, and 325 of second graph inside JS code
- Modify CSS to align graphs vertically to top
JS example:
QUESTION
I'm trying to add an additional y axis to the right of my diagram.
As described in this example, I added an additional value axis and positioned it on the right:
...ANSWER
Answered 2017-Feb-16 at 14:57You have to assign a graph to the second Y Axis or else they'll all use the first valueAxis. This is done through the yAxis
property in the XY chart:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install mydia
1 video
Having 132 frames,
Dimension (width x height) of each frame: 1280x720 pixels
3 denotes that the video is in RGB format
The following python packages that mydia depends on, will also be installed, along with their dependencies.
Using the conda package manager (recommended): conda install -c mrinaljain17 mydia
Using pip: pip install mydia
ffmpeg-python
Numpy
tqdm - Required for displaying the progress bar.
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