Gabriel Demetrios Lafis
Gabriel Demetrios Lafis
Excellent work on fixing this critical confusion matrix bug! The issue you've identified—where IoU-based matching without class agreement leads to incorrect metrics—is fundamental to proper evaluation. Your solution with class-prioritized...
Great initiative on the BenchmarkEvaluator! This addresses a crucial need for standardized evaluation metrics. I'd like to offer some technical guidance to help you complete the implementation effectively. **Key Implementation...
Excellent initiative on adding OBB support to confusion matrix evaluation! This enhancement addresses a critical gap for oriented object detection benchmarking. The implementation approach is solid and follows good software...
Parabéns pela correção! A modificação para que o mAR@K seja calculado por imagem está totalmente alinhada ao protocolo COCO, melhorando a acurácia das métricas. Essa abordagem é recomendada para benchmarks...
Excellent work on fixing the mAR@K calculation! This is a critical correction that addresses a fundamental issue in metric computation. The COCO evaluation protocol indeed requires per-image top-K filtering, and...
## GraphFlow State Persistence Bug - Comprehensive Analysis & Solution Hi @droideronline and @ekzhu, This is a critical issue affecting production GraphFlow deployments. The problem stems from the atomic inconsistency...
## ONNX Export Detection Shift - Comprehensive Solution Hi @nguyenthaohut, This is a well-known issue with YOLOv10 ONNX export that affects many production deployments. The detection coordinate shift typically occurs...
Great question, @GiannisApost! This touches on a fundamental concept in object detection evaluation metrics. Let me clarify the relationship between **Average Precision (AP)** and **Precision** across different IoU thresholds. ##...
Excellent technical analysis @stop1one! This is a critical bug that affects the validity of mAR@K evaluations for object detection models. You're absolutely correct that the current implementation violates the COCO...
Hi @xiaofan-luan! This is indeed a great optimization opportunity. I'd be interested in taking this issue. Based on my analysis, `fnmatch` would be particularly beneficial for simple wildcard patterns. Some...