X-MLAnnotation

X-MLAnnotation is a powerful macOS application for image annotation in machine learning and computer vision workflows.
It provides a clean, efficient environment to create and manage annotation projects, define object classes, and prepare datasets optimized for Apple Create ML.
Designed for developers, researchers, and engineers, X-MLAnnotation focuses on speed, precision, and full control over the annotation process.

Key Features

Project Management
	•	Create new annotation projects by selecting image folders
	•	Open and continue working on existing projects

Image Import and Organization
	•	Import multiple folders with images
	•	Navigate easily between folders and image groups
	•	Preview images with annotation counters

Annotation and Classification
	•	Create custom object classes with unique colors
	•	Draw bounding boxes using the mouse
	•	Resize and reposition annotations via corner anchor points
	•	Rename or delete classes via context menu
	•	Adjust class colors for better visual separation

Advanced Tools
	•	Export for Create ML with automatic dataset splitting:
	•	Default: 70% training, 15% testing, 15% validation
	•	Fully configurable proportions in Settings
	•	Export includes images and Create ML–compatible JSON files
	•	Rotate output images (90°, 180°, 270°) for data augmentation
	•	Remove annotations from individual images

Productivity Features
	•	Keyboard shortcuts for fast navigation:
	•	Q — previous image
	•	W — next image
	•	Activity log to track actions and changes

Multi-Language Support
	•	English
	•	German
	•	Russian

X-MLAnnotation helps you build high-quality datasets efficiently while keeping full control over your annotation workflow.