Разработчик: Alireza Eghdamian (1)
Цена: $2.99
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Mac App Store

Описание

SimpleML
EasyML streamlines the most tedious part of machine learning: preparing your training data. Built exclusively for macOS and optimized for Apple Silicon, it's the missing link between your photos and a trained Create ML object detection model.

LABEL YOUR DATA
Draw bounding boxes with precision using an intuitive canvas interface. Define custom labels, then work through your images efficiently.

- Rapid cycle mode for repetitive labeling tasks
- Smart "shy labels" automatically resolve overlapping boxes
- Annotation versioning lets you maintain multiple labeling strategies
- Native Create ML JSON export — drag straight into Create ML

TRAIN, THEN LET AI HELP
Here's where EasyML shines. After manually labeling a small batch:

1. Export and train a model in Create ML (Xcode Developer tool)
2. Import your .mlmodel back into EasyML
3. Let it auto-label your remaining images
4. Review predictions and correct mistakes
5. Retrain with your expanded dataset

This iterative workflow can reduce labeling time by 80% or more.

AUGMENT YOUR DATASET
Small dataset? No problem. EasyML generates thousands of variations from your source images:

- Geometric: rotation, flipping, scaling, translation, perspective, shear
- Color: brightness, contrast, saturation, hue adjustment
- Quality: gaussian noise, blur, sharpening, compression artifacts

Smart anti-clipping technology detects your subject and ensures it stays in frame during transforms. Auto-detect padding matches background colors seamlessly.

BUILT FOR YOUR MAC
EasyML is a true native macOS application — no internet connection needed:

- Metal GPU acceleration for blazing-fast batch processing
- Optimized for Apple Silicon (M1/M2/M3/M4)
- Dark mode support
- All processing happens locally — your images never leave your Mac

COMPLETE WORKFLOW
EasyML handles:

- Automatic train/validation splitting
- Configurable output sizes (224×224 to 1024×1024)
- Multiple export formats (PNG, JPEG, TIFF)
- Progress tracking with time estimates
- Preset augmentation profiles
- Bounding box data set annotation
- Custom ML assisted data labeling
- CreateML ready export.

PERFECT FOR
- Students learning computer vision
- Researchers building custom object detectors
- Indie developers adding ML features to their apps
- Hobbyists exploring machine learning
- Anyone tired of enterprise pricing for basic tools
ещё ↓

Скриншоты

#1. SimpleML (macOS) От: Alireza Eghdamian
#2. SimpleML (macOS) От: Alireza Eghdamian
#3. SimpleML (macOS) От: Alireza Eghdamian

Что нового

  • Версия: 1.0
  • Обновлено:

Цена

  • Сегодня: $2.99
  • Минимум: $2.99
  • Максимум: $12.99
  
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