Thought for a second

Key Additions

1. Python-based Demos

• Sobel edge style transfer
  • sobel.py image and video demos using sobel_edge_float model
  • Live mosaic output in video pipeline
• Live mosaic style transfer
  • Real-time mosaic effect on camera/video stream
• Color channel swapping
  • Interactive demo for swapping RGB channels as a “style”
• Identity image function
  • Baseline style transfer for verifying pipeline correctness

2. C++ Experiments

• Core C++ implementation
  • Basic style transfer pipeline with artifacts
• MPS acceleration (macOS)
  • Proof-of-concept C++ demo leveraging Apple’s Metal Performance Shaders
• Live mosaic C++ demo
  • End-to-end pipeline (performance tuning pending)

3. HPC Integration & Training

• Training scripts
  • Cluster-ready code for training style models on HPC server
  • Updated server training and export scripts
• Model export files
  • Check-in of pre-trained models from HPC
• Automated HPC tests
  • Added test files and CI jobs for high-performance computing validation

4. Miscellaneous

• Chapel/Event-loop Interop
  • Prototype showing Chapel + C event-loop integration
• Branch Maintenance
  • Synced with main to resolve conflicts