Liner.ai
Train machine learning models visually, no coding required
Liner.ai democratizes machine learning by removing the need for coding expertise. Instead of writing training scripts, you import datasets, select the model type you need, and the tool handles feature engineering, hyperparameter tuning, and optimization automatically.
Highlights
- Supports seven model types including image classification, object detection, pose recognition, and audio processing
- Completely local processing—data stays on your computer, no cloud uploads
- Exports to industry-standard formats: TensorFlow, TensorFlow.js, TensorFlow Lite, ONNX, CoreML, and Keras
- Works on CPU without GPU acceleration, lowering hardware barriers
- Cross-platform desktop app for Windows and macOS (including Apple Silicon)
Perfect for computer vision students, research teams prototyping models, and makers building AI features into applications. Since everything runs locally and the tool is completely free, it's an excellent starting point for learning machine learning workflows without infrastructure costs.
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