images.cv

3 articles about images.cv - tutorials, guides, and insights.

Prompt Engineering Synthetic Data Computer Vision Object Detection Segmentation COCO YOLO Annotations

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

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.

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.