Video Processing Utility

Simple Video Summarizer

Library MoviePy
Language Python
Function Segmentation & Concatenation

A Python utility to automatically create short summary videos from a longer source file. It uses the MoviePy library to extract evenly spaced segments and stitch them into a final highlight reel.

Project Overview: The Highlight Reel

The Video Summarizer is a practical command-line tool designed for quick video manipulation. It takes a single video file and automatically generates a shorter summary video of a specified duration. Instead of using complex algorithms, this tool takes a straightforward, deterministic approach: it extracts a set number of evenly spaced segments from the original video.

This is handled by the `VideoSummarizer` class, which encapsulates all logic for loading the video, calculating segment timings, clipping the video, and compiling the final output using MoviePy.

Key Steps & Logic

✂️

Segment Extraction

Calculates the optimal spacing interval and uses `video.subclipped()` to extract clips of a fixed duration across the video's timeline.

🔗

Dynamic Sizing

The total number of segments is dynamically adjusted if the source video is too short for the user's requested segment parameters.

🎞️

Concatenation

Uses `moviepy.concatenate_videoclips()` to stitch the extracted segments together. Each segment's duration is adjusted to meet the final requested `summary_duration`.

🔊

Audio Handling

Attempts to seamlessly include the original video's audio, clipping it to match the final summary duration and attaching it to the final clip.

Technology Stack

Python MoviePy FFmpeg (Dependency) OOP (Class-based structure)