Liner

Liner is a free desktop application that enables users to train machine learning models without writing any code. Users simply import their labeled training data, and Liner automatically selects and trains an appropriate model. The trained model can then be exported for integration into various applications.

Key features include:

• Support for multiple project types: image classification, text classification, audio classification, video classification, object detection, image segmentation, and pose classification.
• Local training on your computer, ensuring data privacy and eliminating the need for cloud uploads.
• Optimized for CPU training, so no GPU is required, and training is fast in most cases.
• Export options to TensorFlow, Keras, TensorFlow.js, TensorFlow Lite, Core ML, and ONNX.

Key Benefits

• No coding or ML expertise required
• Completely free to use
• Local training ensures data privacy
• Optimized for fast CPU training, no GPU needed