geointel/rfc/RFC-003-training-studio.md

RFC-003 — Training Studio

Status

Proposed for V3.

Goal

Allow users to create annotation datasets and fine-tune object detection/segmentation models.

Required prerequisites

• Annotation Studio.
• YOLO/COCO export.
• Dataset versioning.
• Model registry.
• Training run metadata.
• Evaluation metrics.

Out of scope for V1

Model training execution. V1 focuses on inference and QA/QC.