williamfzc/stagesepx
Video stage detection tool using image classification and SSIM to automatically segment videos into distinct phases.
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Stagesepx automatically detects and segments stages within video files using computer vision techniques. The tool converts video to image frames and applies machine learning classifiers (Keras neural networks and SVM) combined with SSIM (Structural Similarity Index) to identify phase transitions and categorize stages. It focuses on being lightweight and performant for practical video analysis tasks.
Frequently asked
- What is williamfzc/stagesepx?
- Video stage detection tool using image classification and SSIM to automatically segment videos into distinct phases.
- Is stagesepx open source?
- Yes — williamfzc/stagesepx is open source, released under the MIT license.
- What language is stagesepx written in?
- williamfzc/stagesepx is primarily written in Python.
- How popular is stagesepx?
- williamfzc/stagesepx has 441 stars on GitHub.
- Where can I find stagesepx?
- williamfzc/stagesepx is on GitHub at https://github.com/williamfzc/stagesepx.