zaigie/stream-infer
Video streaming inference framework, integrating image algorithms and models for real-time/offline video structuring, lightweight NVIDIA DeepStream. 视频流式推理框架，结合图像算法和模型进行实时/离线视频结构化，轻量版 NVIDIA DeepStream
This tool helps operations teams and scientists analyze video streams by integrating various image analysis algorithms. It takes raw video footage, either live feeds or pre-recorded files, and outputs structured analytical results based on object detection, tracking, or other custom image processing tasks. Ideal users are those needing to extract actionable insights from video for monitoring, review, or operational feedback.
No commits in the last 6 months. Available on PyPI.
Use this if you need to apply custom image analysis algorithms to real-time camera feeds or existing video files to get structured data, such as for surveillance, surgical review, or live event analysis.
Not ideal if you're looking for a simple video player or a tool that doesn't require custom algorithm integration for complex video content analysis.
Stars
28
Forks
3
Language
Python
License
Apache-2.0
Category
Last pushed
Sep 11, 2025
Commits (30d)
0
Dependencies
7
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