Open Source Voice Agent SDK
Integrate voice into your apps with VideoSDK's AI Agents. Connect your chosen LLMs & TTS. Build once, deploy across all platforms.
Upvote NowOverview
Liner is a free, end-to-end no-code tool that enables users to train and deploy machine learning (ML) models without needing any coding experience or ML expertise. With an intuitive interface, Liner guides users from importing data to deploying AI models, supporting a wide variety of ML project types. All training is performed locally, keeping your data private, and models can be exported for use on various platforms like mobile and edge devices. Liner is designed for speed and accuracy, making AI accessible to everyone.
How It Works
- Import your data: Easily import your own training data or choose a pre-labelled dataset from within Liner.
- Start training: With a single click, Liner automatically selects a suitable model and begins the training process.
- Deploy your model: Export your trained model to a range of platforms for seamless integration into your application.
Use Cases
Image & Video Classification in Minutes
Classify images and videos into categories using a no-code, efficient workflow suitable for beginners and experts alike.
No-Code Text & Audio Classification
Perform advanced classification of text and audio data without any programming, ideal for sentiment analysis, spam filtering, and sound identification.
Object Detection & Pose Classification for Everyone
Effortlessly train models for object detection, image segmentation, or human pose classification and deploy them across devices locally with full data privacy.
Features & Benefits
- No-Code Machine Learning: Train ML models without any coding.
- End-to-End ML Workflow: Covers data import to model deployment.
- Rapid Model Training: State-of-the-art models train within minutes.
- CPU Optimisation: Efficient training on standard CPUs.
- Data Privacy: All training occurs locally, never leaving your device.
- Unlimited Projects: Create unlimited ML projects.
- Free to Use: Completely cost-free solution.
- Edge Device Compatibility: Export models to mobile and edge devices.
- Diverse Project Templates: Supports image, text, audio, video classification, object detection, image segmentation, pose classification.
- Multi-Platform Export: Export to Keras, TensorFlow.js, TensorFlow Lite, CoreML, TensorFlow, ONNX.
- Team Management: Collaborate on projects easily.
- File Sharing: Simple file sharing capability.
- Cross-Platform Availability: Downloadable for Windows and macOS (Intel & Apple Silicon).
Target Audience
- Individuals with no prior coding or ML experience wanting to build and train AI models easily
- Professionals seeking a fast, code-free ML workflow
- Teams collaborating on AI projects without the need for complex setup
- Anyone looking to train ML models and deploy them across platforms with minimal technical hurdles
Pricing
- Liner is completely free to use.
FAQs
Where does the training happen?
Training happens locally on your computer, ensuring nothing is sent to the cloud.
Where do I get the data to train my model?
You can import your own data or utilise Liner's library of datasets.
Can I train my models without a GPU?
Yes, you can train your models without a GPU. Liner has optimised its models for fast training on standard CPUs.
Do I need experience in machine learning?
No, you do not need experience in machine learning. Liner's interface is very intuitive for beginners.
Open Source Voice Agent SDK
Integrate voice into your apps with VideoSDK's AI Agents. Connect your chosen LLMs & TTS. Build once, deploy across all platforms.
Upvote Now