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3 posts tagged with "images.cv"

Prompting Synthetic Vision Datasets for Better Training Data
Prompt Engineering
Synthetic Data
Prompting Synthetic Vision Datasets for Better Training Data

Prompts for dataset generation must optimize for labelability, coverage, and realism, not aesthetics. This guide gives a structured prompting method and failure fixes.

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.