Research

Research notes, references, and evaluation summaries will live here.

Avoid committing copyrighted datasets, sensitive imagery, or private field observations.

Notes

• Agreed ML Readiness And First Model Strategy
• Human Labeling Guide For Water-Change Review
• Human Label Format
• Human Label Comparison
• Validation Dataset Manifest
• Prototype Threshold Tuning
• Validation Results And Known Limits
• Hard-Case Validation Examples
• Real Hard-Case Sample Workflow
• ML Model, Dataset, And Cloud Options
• Labelled Data Quality Checklist