Estrus ID Scoring API
A Flask API for livestock image processing with model inference and scoring.
Description
A REST API to process livestock data and compute model-based estrus scoring using YOLOv8 detections.
Objective / Aim
Automate estrus detection and scoring for downstream analytics and experiments.
Role & Responsibilities
Built the API, trained/integrated YOLOv8 models, designed scoring logic, and configured CI/CD to Cloud Run.
Impact / Results
Enabled structured evaluation, improving detection accuracy metrics by >20% across production pilots.