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Mirilux

Stop labeling. Start shipping.

AI-powered auto-labeling cuts your dataset workflow from weeks to hours. Build production-ready YOLO datasets with ensemble detection, YouTube integration, and built-in model training.

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Mirilux Main Interface
WORKFLOW

From Raw Video to Deployed Model
One Tool.

Collect

YouTube import & video extraction

Label

AI auto-labeling + manual refine

Train

Built-in YOLO training pipeline

Deploy

ONNX export, ready to ship

FEATURES

Built for Speed

AI-Powered Auto-Labeling

Load your ONNX models and let Mirilux automatically detect and label objects across your entire dataset. Supports YOLO v3 through v11 with configurable confidence thresholds.

  • Ensemble detection with multiple models for higher accuracy
  • Bulk process thousands of images with a single click
  • Adjustable confidence thresholds per model
  • Auto-verification marking for review workflow
Mirilux Ensemble Model Manager

YouTube Video to Training Frames

Turn any YouTube video into a training dataset instantly. Download videos and extract frames at your specified FPS, automatically cropping and resizing to your desired dimensions.

  • Paste any YouTube URL to start extraction
  • Configurable frame rate (extract every Nth frame)
  • Automatic resize and center-crop to target size
  • Smart frame filtering to reduce duplicates
Mirilux YouTube Frame Extraction

Built-in YOLO Model Training

Train custom YOLO models without leaving the application. Mirilux handles dataset preparation, training configuration, and automatic ONNX export - with full DirectML GPU acceleration.

  • Automatic train/validation split with shuffling
  • Configurable epochs, batch size, and image size
  • Real-time training progress with loss metrics
  • Automatic ONNX export for immediate use
Mirilux Model Training
YOLO v3-v11
Supported
DirectML GPU
Accelerated
All ONNX Models
Compatible
YOLO Format
Native I/O
AND MORE

Packed with Productivity Features

Project Management

Auto-save, versioning, and backup system keeps your work safe

Multi-Class Support

Unlimited classes with color-coded visual identification

Smart Filtering

Filter by label status: unlabeled, needs review, or verified

Keyboard-First Workflow

Navigate and label without touching your mouse

EVERYTHING YOU NEED

One Tool. Complete Workflow.

From raw video to deployed model - Mirilux handles it all.

Labeling & Annotation

  • Interactive bounding box drawing
  • Multi-class support with color coding
  • Keyboard shortcuts (1-9) for quick class selection
  • Undo/redo with Ctrl+Z/Y
  • Copy-paste labels between images
  • Zoom and pan for precision work
  • Crosshair cursor with custom styling
  • Label movement via arrow keys

AI & Automation

  • AI-powered auto-labeling
  • Ensemble detection (multi-model voting)
  • YOLO v3 through v11 support
  • YOLO-NAS model support
  • Configurable confidence thresholds
  • IoU-based detection merging
  • Batch process thousands of images
  • DirectML GPU acceleration

Training & Export

  • Built-in YOLOv8 model training
  • Configurable epochs, batch size, image size
  • Real-time training metrics
  • Automatic train/val split
  • ONNX export for deployment
  • Native YOLO format I/O
  • CUDA GPU training support
  • Model size selection (nano to xlarge)

Data Collection

  • YouTube video downloading
  • Automatic frame extraction
  • Local video to frames conversion
  • Skip similar frames option
  • Configurable FPS extraction
  • Batch image import
  • Directory import
  • Resize and crop on import

Project Management

  • Auto-save with configurable interval
  • Automatic backup creation
  • Recent projects tracking
  • Unsaved changes detection
  • Project state persistence
  • Save as / duplicate projects
  • Class management with migration
  • Label import/export

Interface & UX

  • Modern dark theme
  • Three-panel workspace layout
  • Image status badges (Review, Done)
  • Filter by label status
  • Virtual scrolling for large datasets
  • Mouse wheel image navigation
  • Customizable label colors & thickness
  • Progress overlays with cancellation
Stop wasting time on manual labeling. Get Mirilux and ship your models faster.
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Ready to 10x your labeling speed?

Get Mirilux today and start building production-ready datasets in hours, not weeks.

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