Video 2 Image converter
Project description
About
A library that helps to convert volumetric video data into image frames with adjustable frame capturing rate functionality.
The main reason why I created this library is to ease the video to image frames conversion process. During video annotation we need frames of an video or a subpart of a video and that too custom frame capture rate, so this problems led to this library development.
How to install?
pip install video2images
Requirements
It will be automatically installed
- tqdm, imageio, imageio-ffmpeg, moviepy
Class Object Argument Description
Argument | Description |
---|---|
video_filepath | source path of the video |
start_time | Default is None i.e 0s will be considered |
end_time | Default is None i.e till last duration will be considered |
capture_rate | No. of frames you want to capture per second. For e.g if my capture_rate= 20 then only first 20 frames will captured out of input Frames per second |
save_format | Output frame image extension. By default ".jpg" |
out_dir | Output directory for saving images. If not specified a folder will be made in current directory and saved |
Note:- The capture_rate if not specified will consider the original video frames per second rate
Frame Capture Rate Explaination
Valid Extensions
For Video
- .mov
- .avi
- .mpg
- .mpeg
- .mp4
- .mkv
- .wmv
For Image
- .jpg, .jpeg
- .png
- .bmp
- .tiff, .tif
- .dicom, .dcm
How to use?
Minimal setting (Basic)
from video2images import Video2Images
Video2Images(video_filepath="--path-to-video-file--",
out_dir="--path-to-output-directory--")
Want to capture frames in between some interval
from video2images import Video2Images
# Lets take start_time to be 2mins i.e 120s
# & end_time to be 10 mins i,e 600s out of 20mins videos
Video2Images(video_filepath="--path-to-video-file--",
start_time=120,
end_time=600,
out_dir="--path-to-output-directory--")
Want only first 'f' frames out of 30 frames per second
from video2images import Video2Images
# Let say f = 20 i.e capturing only first 20 frames
Video2Images(video_filepath="--path-to-video-file--",
capture_rate=20,
out_dir="--path-to-output-directory--")
Want output image to be saved in png or other format
from video2images import Video2Images
Video2Images(video_filepath="--path-to-video-file--",
save_format=".png",
out_dir="--path-to-output-directory--")
Note:- The output will be saved in a folder named frames_folder_{timestamp}
Output Process Screenshot
Author
I will be happy to connect with you guys!!
Any suggestions are most welcome.
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
video2images-0.1.4.tar.gz
(6.1 kB
view hashes)
Built Distribution
Close
Hashes for video2images-0.1.4-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6b93b85cee90b7cc19cbd89505bed2fb454da2df1c619842d64ab00c3cc6758c |
|
MD5 | 2ad31605fd6ba646b4a0a7d8aea45312 |
|
BLAKE2b-256 | 8e316ae1ce8ebbc647f91469828a794e42735bf412bf70ad8aa48d34df3899a4 |