video2imgs-视频关键帧获取

Capture key frames from video files at fixed time intervals. Use when you need to understand video content by extracting screenshots, or when you need to analyze video frames for content recognition. Supports skipping similar frames to avoid redundant captures.

Video Frame Capture

Overview

This skill enables capturing key frames from video files at fixed time intervals. It's designed to help you understand video content by extracting screenshots for analysis or content recognition.

When to Use This Skill

Use this skill when:

• You need to understand video content by extracting key frames
• You want to analyze video frames for content recognition
• You need to create a visual summary of a video
• You want to skip similar frames to avoid redundant captures

Quick Start

Capture frames from a video at 10-second intervals:

powershell

python scripts/video_frame_capture.py --input "D:\videos\meeting.mp4" --output-dir "D:\frames\meeting" --interval-seconds 10

Parameters

• --input: Path to the local video file (required)
• --output-dir: Directory where captured frames will be stored (required)
• --interval-seconds: Capture interval in seconds, must be greater than 0 (required)
• --skip-similar-frames: Skip frames that are similar to the previous saved frame
• --similarity-threshold: Similarity threshold in range 0-1, defaults to 0.70
• --image-extension: Image format for saved frames, defaults to jpg

Output Naming

Output files follow the format: 视频文件原始名称_视频时间轴_第几次截取.jpg

Example: meeting_00h01m30s_0003.jpg

Similar Frame Skipping

When --skip-similar-frames is enabled, the script compares the current candidate frame with the previous saved frame:

• Similarity > threshold: Frame is skipped
• Similarity ≤ threshold: Frame is saved and becomes the new comparison baseline

Examples

Basic frame capture

powershell

python scripts/video_frame_capture.py --input "D:\videos\meeting.mp4" --output-dir "D:\frames\meeting" --interval-seconds 10

Skip similar frames

powershell

python scripts/video_frame_capture.py --input "D:\videos\meeting.mp4" --output-dir "D:\frames\meeting" --interval-seconds 10 --skip-similar-frames

Custom similarity threshold

powershell

python scripts/video_frame_capture.py --input "D:\videos\meeting.mp4" --output-dir "D:\frames\meeting" --interval-seconds 10 --skip-similar-frames --similarity-threshold 0.80

Resources

scripts/

• video_frame_capture.py: Main script for capturing video frames

references/

• video_formats.md: Supported video formats and technical details

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Note: This skill requires OpenCV (opencv-python-headless) to be installed. Install dependencies with: pip install -r requirements.txt