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Liner.ai

Liner.ai

Machine Learning without Code

softwareMachine Learningno-codemachine learningAI
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What is Liner.ai?

Liner.ai is a free, no-code machine learning desktop tool for Windows and Mac. It lets users import training data, automatically train an optimized ML model with a single click, and export the model to popular deployment platforms—all without writing code or requiring a GPU.

SpecificationsAI-estimated

Price100% free
Export formatsKeras, TensorFlow, TensorFlow.js, TensorFlow Lite, CoreML, ONNX
Hardware requirementCPU only; no GPU required
Training environmentLocal desktop app; no cloud processing required
Supported model typesImage classification, text classification, audio classification, video classification, object detection, image segmentation, pose classification

Key Features of Liner.ai

No-code ML model training
Multiple model types: image, text, audio, video, object detection, segmentation, pose
Local training and data privacy
No GPU required
Edge and mobile deployment
Export to major ML formats
Completely free
Windows and Mac support

Use Cases for Liner.ai

1

Image Classification

Train models to classify images into categories, such as product recognition or visual quality inspection.

2

Text Classification

Classify text into labels for sentiment analysis, spam detection, or content moderation.

3

Audio Classification

Train a model to recognize sounds or audio events.

4

Video Classification

Classify video clips into labels for activity recognition or content filtering.

5

Object Detection

Detect and locate objects within images for counting, tracking, or safety applications.

6

Image Segmentation

Segment pixels in an image to separate foreground from background or identify regions.

7

Pose Classification

Classify human poses for fitness, sports, or gesture-based applications.

How to use Liner.ai?

1

Import your data

Import your own data or choose a pre-labeled dataset from the built-in library.

2

Start training

Press a button and Liner automatically selects the appropriate model architecture and trains it.

3

Deploy your model

Export the trained model to a supported platform and integrate it into your application.

Pros & Cons of Liner.ai

Pros

  • Completely free to use
  • No-code and beginner-friendly
  • Supports a wide variety of ML tasks
  • Fast training optimized for CPU
  • Strong focus on data privacy—everything runs locally
  • Flexible export formats for integration
  • Edge/mobile deployment support

Cons

  • Limited advanced customization options compared to coding ML frameworks
  • Requires assembling and preparing your own training data for specific use cases
  • Community support only; no dedicated enterprise support plans mentioned

Frequently Asked Questions

Do I need a GPU to train models?

No, Liner has been optimized to train efficiently on standard CPUs.

Do I need machine learning experience?

No, Liner is designed with an intuitive interface for beginners and no ML expertise is required.

Is my data private?

Training happens locally on your computer, and your data never leaves your machine.

Can I use my own data?

Yes, you can import your own data or use the built-in library of pre-labeled datasets.

Pricing Overview

View full pricing →
Free

Liner is completely free to use. No pricing tiers or paid plans are mentioned on the page.

Detailed plans are not listed. Visit the official website for pricing information.

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About the Product

Unclaimed Listing
PricingView pricing
Socials
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Platforms
WindowsMac
Target AudienceBeginners, developers, product teams, startups, and educators who want to create machine learning models and integrate them into applications without writing code or managing complex infrastructure.

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