What is Liner.ai?
Liner.ai is a no-code machine learning platform that empowers users to train and deploy AI models without writing a single line of code. Designed with accessibility in mind, it offers a user-friendly interface, local data processing for privacy, and fast model training across various data types like images, audio, video, and text. Ideal for non-developers and professionals looking for fast deployment, Liner.ai supports model export to mobile and edge devices, with compatibility for both Windows and macOS.
Feature Table
| Feature | Details |
|---|---|
| No-Code Model Training | Enables users to build machine learning models via a simple interface without coding |
| Diverse Templates | Supports classification (image, text, audio, video), object detection, image segmentation, pose classification |
| Fast Training & Deployment | Models train within minutes and can be deployed on mobile and edge devices |
| Local Data Processing | Ensures privacy as all training happens on the user’s computer |
| Cross-Platform Support | Compatible with both Windows and macOS |
Who Should Use Liner.ai?
Educators and students looking for a practical intro to machine learning
Small businesses wanting AI features without hiring developers
Non-programmers who need to build and deploy ML models quickly
Data analysts seeking visual tools for custom model training
Creators working with privacy-sensitive data (e.g., healthcare, finance)
How to Use Liner.ai (Step-by-Step)
Download & Install: Go to liner.ai and install the desktop app (Windows or macOS).
Select a Template: Choose from pre-built templates like image classification or object detection.
Import Data: Upload local data to train your model—images, text, audio, or video depending on your project.
Train Model: Click “Train” and the model will be trained locally in minutes.
Test & Export: Test the model’s predictions and export it to use on mobile or edge devices.
Pricing Plans (as of July 2025)
| Plan | Price | Includes |
|---|---|---|
| Free | $0 | Full access to all features, unlimited usage, and local training |
Free vs Paid Comparison
| Feature | Free Plan | Paid Plan |
|---|---|---|
| Model Training | ✅ Yes | – |
| Project Templates | ✅ All Included | – |
| Local Processing | ✅ Yes | – |
| Export Options | ✅ Yes | – |
| Customer Support | ❌ Community only | – (No paid tier currently) |
Capabilities
Image, text, audio, and video classification
Real-time edge deployment
Object detection and segmentation
Pose classification
Offline, private model training
Evolution Timeline
| Year | Milestone |
|---|---|
| 2022 | Beta release with image classification |
| 2023 | Added templates for audio and video classification |
| 2024 | Launched cross-platform version (Mac & Windows) |
| 2025 | Introduced pose detection and real-time edge deployment |
Pros and Cons
| Pros | Cons |
|---|---|
| ✅ 100% Free | ❌ No cloud-based collaboration |
| ✅ No coding needed | ❌ May lack advanced AI customization |
| ✅ Local data privacy | ❌ Heavy resource use on older PCs |
| ✅ Fast training and export | ❌ No customer support beyond community |
| ✅ Wide project template support | ❌ No enterprise-grade model management |
Summary for Target Users
✔️ Beginners in machine learning
✔️ Non-coders needing ML for business
✔️ Educators and trainers
✔️ AI enthusiasts without a budget
✔️ Anyone needing local, private training
Official Resources
Website: https://liner.ai
GitHub: N/A
Documentation: Included in the app
Community: Join their Discord via the website
Conclusion
Liner.ai delivers on its promise of democratizing machine learning through an entirely no-code, 100% free platform. It’s ideal for learners and professionals who want fast, private, and versatile model training without writing code. Although it may not satisfy power users seeking deep customizations or cloud integrations, its strengths in simplicity, privacy, and speed make it one of the best entry-level ML tools available today.
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