VIDEO TO IMAGE

A Python pip package for converting videos to sequential image frames

🌟 MILESTONES 🌟

🏆 I published my first PyPI/PIP package. It was used by many of my friends for preprocessing in their ML/Data Science tasks.

AVAILABLE ON PIP

https://pypi.org/project/videotooimage/

pip install videotooimage

PROTOTYPE VIDEO

• PyPI

pypi_testing.mov

• Local

local_testing.mov

HOW TO EXECUTE

Terminal

Python3

import videotooimage
result = videotooimage.video_too_image("path/to/video/directory","path/to/output/directory")
print(result)

PURPOSE

• videotooimage is a Python package that provides functionality to convert video files into sequences of images.
  
• It utilizes the OpenCV library (cv2) to process video files and extract frames.
  
• This package is useful for tasks such as video analysis, object detection, and machine learning model training using video data.
  
  
  

FEATURES

• Convert video files (e.g., .mp4, .avi, .mov) into sequences of images.
  
• Works with various video codecs and formats supported by OpenCV.
  
• No need to create sub folders for directories manually, It will be created automatically.
  
• Very useful for machine learning training purposes, the original folder structure is kept as is it.
  
  
  

PROCESSING

1 sec = 1 frame = 1 image file (.jpg format)

END USERS

1. Students
   
2. ML Engineers
   
3. Data Scientists
   
4. Video editors
   
   
   

OUTPUTS

• PyPI Package
  
  

• Processing
  
  

• Folder Structure after processing
  
  

WORKING

• Folder structure of videos directory (Input)
  

/project
    /videos
        /happy
            person1.mp4
            person2.mp4
            person3.mp4
        /sad
            person1.mp4
            person2.mp4
            person3.mp4

• After conversion
  Folder structure of output directory
  

/output/folder/
    /v2i_images
        /happy
            person1(frame_number_1).jpg
            person1(frame_number_2).jpg
            person2.mp4
            person3.mp4
            ...
        /sad
            person1(frame_number_1).jpg
            person1(frame_number_2).jpg
            person2.jpg
            person3.jpg
            ... 

AUTHOR

Name: Raghava
GitHub: https://github.com/raghavtwenty/
Email: [email protected]
Date Created: March 18, 2024 | Last Updated: May 14, 2024

LICENSE

This package is licensed under the MIT License.

CONTRIBUTIONS

Contributions and feedback are welcome!
Please submit issues or pull requests on GitHub.

GitHub: https://github.com/raghavtwenty/videotooimage/

END OF README