Reinventing AI Development
Don't waste your custom dataset on a generic AI model. Our AI automatically designs models tailored to your data, outperforming foundation models and NAS in just 0.7 seconds.
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.
The Entire AI Development Process Automated in One Tool
