Design Edge AI with Confidence
Latent AI’s tools empower anyone, from seasoned engineers to fledgling AI teams, to build, deploy, and manage efficient AI vision systems at scale. Think streamlined workflows, optimized models, and trusted performance, all wrapped in a developer-friendly toolkit.?
LEIP 3.0, the latest version of the Latent AI Efficient Inference Platform revolutionizes how computer vision for the edge can be designed, deployed, and managed with the essential tools to run your computer vision where and how you need to.
Start training in minutes
AI is designed to work, but not necessarily on a specific hardware target. LEIP 3.0 drastically reduces your time to deployment with Recipes, a rapidly growing library of over 50,000 different configurations to arrive at pre-qualified models that deliver benchmarked performance. Recipes let you quickly compare model characteristics across different hardware targets (CPUs, GPUs, etc.) to make sure you are using the best combination of model and hardware for your data. With LEIP 3.0, you can start training on your data and hardware within minutes, not months, and understand exactly what performance you are going to get. Recipes offer configurations for the latest state of the art AI models, including for YOLOv8 and other widely used hardware.
Deploy performance at scale
Developing models that meet performance requirements while also building the mechanisms to deliver them to devices is challenging, especially for those new to ML. Latent AI gives you the tools to produce models designed to work on your specific hardware target repeatedly, reliably, and securely. LEIP 3.0 delivers unparalleled power, performance, and precision with lightweight, ultra-efficient computer vision models packaged in a containerized executable for effortless large-scale deployment.?
Quickly adapt to changing conditions
AI can quickly lose its reliability when conditions change. LEIP 3.0 speeds tuning of models with the repeatable, reliable processes needed to update edge AI all on site or in conjunction with bandwidth optimized training in the cloud.?
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Build in security
LEIP 3.0 helps you build security into the model itself with watermarking and encryption while also reducing the risks of cloud transmission and vulnerability. Metrics and security services can also easily be added to LEIP 3.0’s enhanced runtime engine. LEIP 3.0 is the breakthrough in creating DevOps for ML/MLOps processes for edge AI that can help the industry shift from most projects failing to repeatable and refined success. We’re excited to see what comes next as we continue to innovate and focus on more portable, better ways to design, scale, and manage edge AI.?
Explore our documentation to see how you can design, scale, and manage your edge AI.
Learn more about how LEIP provides a unified solution for managing the machine learning model lifecycle in our DevOps for ML Series:
Or contact [email protected] to schedule a demo today!