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#YOLO

4 posts tagged with "YOLO"

From Prompt to mAP: Synthetic Object Detection Workflow
Synthetic Data
Object Detection
From Prompt to mAP: Synthetic Object Detection Workflow

A step-by-step synthetic object detection workflow from prompts to map improvement, covering generation, QA, export formats, and fast iteration loops for 2026.

Object Detection Dataset Quality Checklist for Training
Object Detection
Dataset Quality
Object Detection Dataset Quality Checklist for Training

Most detection problems are dataset problems. Use this checklist to validate label quality, class design, coverage, leakage, imbalance, and evaluation before scaling.

COCO vs YOLO Format: Differences, Conversions, and Best Practices
COCO
YOLO
COCO vs YOLO Format: Differences, Conversions, and Best Practices

Understand COCO vs YOLO annotation formats, key differences, conversion pitfalls, and best practices so your object detection datasets stay consistent and train-ready.

How to Generate YOLO Datasets With Synthetic Data (Step-by-Step)
YOLO
Object Detection
How to Generate YOLO Datasets With Synthetic Data (Step-by-Step)

Learn how to generate YOLO-ready synthetic datasets, structure labels correctly, validate quality, and improve detection performance with iterative data generation.