Production Synthetic Data Engine

Composite objects, apply realism physics, and export ready-to-train annotations.

1. Foreground Object

PNG Cutout / Photo

2. Background Scene

JPEG / PNG Scene

Object Scale Range20% - 50%
Max Rotation Angle±30°
Interactive Annotation PreviewLive Bounding Box

Upload foreground + background images

Click "Test Composite" to preview live bounding box alignment

Bounding Box Reference & Coordinate Guide

Select a format below to learn how coordinates and annotations are calculated.

Select Format:
(0,0) Normalized(1.0, 1.0) Max
class_id: 0x_center, y_center, w, h

1. YOLOv8 Format Mechanics

Uses normalized bounding box coordinates between 0.0 and 1.0.

2. Annotation File Output

0 0.542100 0.481200 0.320000 0.250000

Get in Touch or Join

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