Model training

LinerAI ✓

Machine learning in a few clicks

Source rating 2.8 (4) 4k views 18 saves Free
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Verdict

A quick read before you dig into the full page.

Best if
Machine learning in a few clicks
Skip if
Limited support without coded integrations
Pick this when
User-friendly

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Overview

LinerAI is a no-code, user-friendly AI tool designed to simplify the process of building and deploying machine learning applications. By eliminating the need for coding and deep machine learning expertise, Liner makes ML model training and integration accessible to a wider audience.

Users can import their own data or use pre-labeled datasets, with the tool capable of automatic model selection and training. Once trained, models can be exported to multiple platforms and swiftly incorporated into applications.

Liner offers a range of project templates, supporting diverse machine learning operations including image, text, audio, video classification, object detection, image segmentation, and pose classification.

Built with inherent versatility, users can train models for numerous applications without writing a single line of code. Users should note that all training takes place locally on their computer, ensuring data privacy, and does not require a GPU as models are optimized for standard CPU training.

While LinerAI has been developed to improve accessibility, it also provides benefits for more experienced users by facilitating quick and straightforward model training and deployment.

Available for both Windows and Mac, Liner is free to use.

LinerAI website

Access & connections

Where you can use LinerAI.

Platforms

Web

Capabilities

What this tool accepts, produces, and is strongest at.

Input

  • Tabular

Pros & cons

Pros

  • No-code
  • User-friendly
  • Auto model selection & training
  • Multi-platform model export
  • Pre-labeled datasets
  • Machine learning operations support
  • Data privacy ensured
  • No GPU needed
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  • Standard CPU optimized
  • Windows & Mac compatible
  • Free to use
  • Team management
  • Multiple project templates
  • File sharing
  • Trained models for edge devices
  • Community Support
  • Local data training
  • Machine learning for beginners

Cons

  • Local desktop-based processing
  • May be CPU intensive
  • Network data not utilized
  • Limited functionality without coding skills
  • Limited support without coded integrations
  • Insufficient customization options
  • No collaborative cloud-based features
  • No built-in data collection tools
Show 1 more
  • Lack of efficient data management

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Releases 1

Initial release January 23, 2022 Current
Initial release of LinerAI.

FAQ 5

Do I need coding experience to use Liner?
No. Liner is designed for non-experts, allowing you to train and deploy machine learning models without writing any code.
Where does the training process take place?
All training happens locally on your computer, ensuring your data remains private and secure.
Can I train models without a GPU?
Yes. Liner’s models are optimized to train efficiently on CPUs, so a GPU is not required.
What types of models can I train with Liner?
You can train various models, including image, text, audio, and video classification, as well as object detection, image segmentation, and pose classification.
How do I deploy my trained model?
After training, Liner allows you to export your model to multiple supported platforms, making integration with your application straightforward.
LinerAI Free