Coccovision Fixed Info

CoccoVision: Advanced Digital Diagnostic System for Coccidiosis Management

1. Executive Summary

CoccoVision is an innovative, AI-driven diagnostic platform designed for the rapid, accurate, and non-invasive detection of Eimeria species (the causative agents of coccidiosis) in poultry and livestock. By integrating high-resolution optical imaging with deep learning algorithms, CoccoVision enables real-time fecal oocyst counting and species differentiation, significantly reducing reliance on traditional manual microscopy and subjective interpretation.

• Detection: precision, recall, F1, average precision (AP), and per-class AP.
• Segmentation: IoU (Jaccard), Dice coefficient.
• Clinical metrics: sensitivity/specificity at clinically relevant thresholds, limit of detection (oocysts per volume), and time-to-result.

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