Model Evaluation And Validation

via “model validation and metric computation”

Real-time object detection, segmentation, and pose.

Unique: Integrates standard COCO evaluation metrics (mAP at multiple IoU thresholds, per-class performance) directly into the training pipeline with automatic computation and logging, eliminating manual metric implementation

vs others: More integrated than standalone evaluation libraries (pycocotools) because validation is native to the training pipeline, and more comprehensive than single-metric evaluators because multiple metrics and IoU thresholds are computed automatically