Your Benefits as Developer:
With ONE AI, you are rewarded for having a smaller dataset. This results in a leaner and faster AI model. Smaller datasets prevent memorization and help the AI focus on the actual application. Even with as few as 20 images, ONE AI can often create highly effective models and significantly reduce development time.
Because ONE AI achieves great results with smaller datasets, expanding your dataset becomes much faster. The first model can automatically label new data, while ONE AI adapts the model to the growing dataset. This saves a lot of manual work.
ONE AI automatically builds the best possible model for your specific use case. You do not need to search for the right foundation model, test endless parameters, or manually fine-tune your AI. ONE AI takes care of everything.
Many applications benefit from comparing multiple images or using reference images to improve accuracy. With ONE AI, you can easily provide multiple input images, and the system automatically adjusts the AI architecture to make use of this context.
The ONE AI Capture Tool can be used directly as a ready-to-use interface on any operating system. You can also export your AI as a platform-independent model, C++ project, executable, or HDL code for FPGAs. This saves a lot of integration time.
ONE AI automatically considers your target hardware when creating models. It ensures that your desired frame rate and resource usage are always met. You do not need to waste time on trial and error since ONE AI optimizes performance for you.
All AI creation features are fully integrated into ONE AI, so no programming is required. You simply provide your application knowledge, and ONE AI handles the complex parts. In the end, you get fully working software and AI models ready to use or integrate.
In most cases, AI models predicted by ONE AI in just 0.7 seconds are more reliable and accurate than manually developed ones. Traditional AI development rarely makes sense anymore, especially since ONE AI can handle very specific requirements that used to require manual engineering.
How It Works:
1. Automated Analysis
ONE AI gets the best results if the dataset focusses on a specific task. First it analyzes the data, labels, hardware constraints, needed performance and application context. For example, it analyzes the object sizes in images.
2. AI Feature Prediction
ONE AI then uses its knowledge about existing AI research and previously optimized AI models to predict the needed features for the AI model architecture. For example, bigger objects need larger receptive fields.
3. Build & Train AI Model
ONE AI takes the predictions and then builds a custom neural network architecture that fits all predicted features. Then the AI is trained on the dataset and only learns the relevant information.
4. Deploy Anywhere
Finally the AI can be deployed across FPGAs, microcontrollers, GPUs, and CPUs without modification. ONE AI handles all the complexity of hardware optimization and implementation automatically.
Ready to Start Now?
The Entire AI Development Process Automated in One Tool
Guide and Select
Use our intuitive and visual process to teach the AI what is important, where to generalize and what to predict. You can specify your exact hardware and performance requirements and then let ONE AI create the perfect model for your needs.
Deployed with ONE Click
Need Help Getting Started?
Our development expert is here to help you succeed.
Christopher
Your Development Support
Whether you have questions about proper usage, encounter problems, or aren't achieving the results you expected - Christopher is here to help. Get personalized assistance with your ONE AI development journey.
Email us directly:
support@one-ware.comInterested? Contact us!
Leo Wiegand
Your Sales Contact
Leo is our sales expert who takes care of projects of all kinds. Whether you need evaluations for ideas, custom quotes, partnership opportunities, or strategic consulting - Leo is your go-to contact for business inquiries.