Liner

About Liner

A Simple Way to Build Machine Learning Models

Liner is a no-code machine learning tool designed to help anyone create ML models quickly and easily. Whether you’re building a text classifier or an image detector, Liner handles everything—from model selection to training—without requiring any coding experience.

Built for Beginners and Experts Alike

Liner is perfect for developers, students, educators, and hobbyists who want to integrate machine learning into their projects without diving into complex frameworks or infrastructure.

How Liner Works

Import Your Data

You can upload your own dataset or choose from pre-labeled examples. Liner supports a wide range of input types, including text, images, audio, and video. Once your data is loaded, you can preview and manage it directly within the app.

Train with One Click

Liner automatically selects the right algorithm based on your project type. All training is handled locally on your machine, using optimized models that don’t require high-end hardware or a GPU.

Export and Deploy Your Model

Once training is complete, Liner allows you to export your model to various platforms. These models are lightweight and edge-optimized, making them suitable for web, mobile, and embedded applications.

Built-In Machine Learning Templates

Image and Video Classification

Train your model to recognize patterns in photos or video clips. Whether it's labeling animal species or sorting product categories, Liner makes it fast and intuitive.

Text and Audio Classification

Perfect for sentiment analysis, keyword detection, or command recognition, these templates help you create NLP or sound-based applications without writing a single line of code.

Object Detection and Image Segmentation

Use Liner to detect objects or isolate parts of an image. Ideal for visual inspection tools, health tech apps, or smart camera systems.

Performance and Compatibility

Fast CPU-Based Training

Liner is optimized to run efficiently on standard CPUs. Most training processes finish in just minutes, making it ideal for fast experimentation and iteration.

Edge-Ready Model Output

The exported models are designed to run on edge devices. You can use them in mobile apps, offline software, or embedded systems where resources are limited.

Why Choose Liner

Local Training with Full Data Privacy

All training happens on your local computer—your data never leaves your machine. This ensures full privacy and removes dependency on cloud-based services.

Compatible with Windows and Mac

Liner is available for both Windows and macOS, making it accessible to a wide range of users. There’s no need for extra configuration or third-party tools.

Completely Free

Liner is 100% free to use. You don’t need to sign up for a subscription or purchase credits to get started.

Community-Driven Support

Need help or want new features? The Liner team encourages feedback and provides support through community channels.