Part 8: Inverse Problems and Reconstruction
Chapter 44: Evaluation and Experiment Management
Advanced~120 min
Learning Objectives
- Implement PSNR, SSIM, NMSE, and FID metrics for reconstruction evaluation
- Set up experiment tracking with Weights & Biases or MLflow
- Design reproducible experiments with fixed seeds and configuration files
- Automate ablation studies across hyperparameter grids
Sections
💬 Discussion
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