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base repository: joonson/syncnet_python
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head repository: dfrrk/syncnet_python
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  • 2 commits
  • 2 files changed
  • 3 contributors

Commits on Feb 13, 2026

  1. feat: deep analysis of SyncNet with performance optimizations and mod… 

    …ern tech report

- Analyzed SyncNet's 3D-CNN architecture and identified efficiency/accuracy bottlenecks.
- Optimized SyncNetInstance.py to use cv2.VideoCapture for streaming I/O, eliminating disk I/O bottlenecks.
- Added CUDA availability checks for better portability.
- Provided a comprehensive report (analysis_report.md) comparing SyncNet with modern SOTA models like TalkNet and Light-ASD.
- Outlined a technical roadmap for 1080p long-video processing on 3080ti hardware.

Co-authored-by: dfrrk <[email protected]>
    @google-labs-jules @dfrrk
    google-labs-jules[bot] and dfrrk committed Feb 13, 2026
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  2. Merge pull request #1 from dfrrk/syncnet-optimization-analysis-239762… 

    …2881733377986

SyncNet 深度分析与性能优化建议方案
    @dfrrk
    dfrrk authored Feb 13, 2026
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