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Description
Core ML utilizes a machine learning algorithm applied to a specific dataset to generate a predictive model. This model enables predictions based on incoming data, providing solutions for tasks that would be challenging or impossible to code manually. For instance, you could develop a model to classify images or identify particular objects within those images directly from their pixel data. Following the model's creation, it is essential to incorporate it into your application and enable deployment on users' devices. Your application leverages Core ML APIs along with user data to facilitate predictions and to refine or retrain the model as necessary. You can utilize the Create ML application that comes with Xcode to build and train your model. Models generated through Create ML are formatted for Core ML and can be seamlessly integrated into your app. Alternatively, a variety of other machine learning libraries can be employed, and you can use Core ML Tools to convert those models into the Core ML format. Once the model is installed on a user’s device, Core ML allows for on-device retraining or fine-tuning, enhancing its accuracy and performance. This flexibility enables continuous improvement of the model based on real-world usage and feedback.
Description
The LEAP Edge AI Platform presents a comprehensive on-device AI toolchain that allows developers to create edge AI applications, encompassing everything from model selection to inference directly on the device. This platform features a best-model search engine designed to identify the most suitable model based on specific tasks and device limitations, and it offers a collection of pre-trained model bundles that can be easily downloaded. Additionally, it provides fine-tuning resources, including GPU-optimized scripts, enabling customization of models like LFM2 for targeted applications. With support for vision-enabled functionalities across various platforms such as iOS, Android, and laptops, it also includes function-calling capabilities, allowing AI models to engage with external systems through structured outputs. For seamless deployment, LEAP offers an Edge SDK that empowers developers to load and query models locally, mimicking cloud API functionality while remaining completely offline, along with a model bundling service that facilitates the packaging of any compatible model or checkpoint into an optimized bundle for edge deployment. This comprehensive suite of tools ensures that developers have everything they need to build and deploy sophisticated AI applications efficiently and effectively.
API Access
Has API
API Access
Has API
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
Free
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Apple
Country
United States
Website
developer.apple.com/documentation/coreml
Vendor Details
Company Name
Liquid AI
Founded
2023
Country
United States
Website
leap.liquid.ai/platform
Product Features
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization