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One platform to support the entire lifecycle of high-performance deep learning models in industrial applications.
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OneDL is an industry focused AI platform designed to support the entire lifecycle of your AI applications. Your team can directly focus on application development while saving time on developing IT tools for data management, data format conversions and stitching together open-source tools.
Deliver Models Faster
OneDL supports you in rapid prototyping and development. It integrates all the tooling you need to develop your application. This includes tools for data organization, data annotation, model training, model evaluation, model benchmarking and deployment. The OneDL cluster is equipped with state-of-the-art NVIDIA GPUs to handle your workloads with speed.
Maintain Applications at Scale
Once the application is there, the OneDL platform offers a rich automation layer to continuously track and improve model performance. The platform automatically gathers data, annotates data, tracks model performance, trains improved models and redeploys them. Over time your AI application will become more performant, and it can adapt to a changing environment. Whether your applications run on embedded or in the cloud, with OneDL you have model maintenance covered.
OneDL can be deployed on premise for complete authority over your infrastructure or in the cloud for a scalable and cost-effective solution.
State-of-the-art models are continously added to our platform. Automatic updates ensure you will use the latest and greatest.
Automated data collection & retraining improves existing model performance over time.
Data collected from new situations is automatically included in the training data. Models will adapt to new situations over time.
With our CLI, Python SDK or Web Application one can easily develop and maintain new models. OneDL can help you to:
Data
Store and organize your data and control access of team members or customers.
Annotations
Annotate your data yourself or outsource annotations through various integrated tools.
Training
Train in a few clicks using one of our numerous integrated models for object detection, instance segmentation, keypoint detection, classification or other more specialized tasks.
Deployment
Deploy your models in a breeze on our cluster or let it be optimized and deployed on your embedded device.
OneDL Edge is a powerful tool designed to streamline the development and maintenance of high-performance applications on edge devices.
Sensor integration
Out of the box it supports a range of sensors that can be extended for any sensor type.
High Performance
Parallelization of sensors, data collection and application logic. Applies shared memory buffers to maximize execution speed. Optimize models using TensorRT and quantization with a single click.
Fleet Management
Secure continuous data collection, model monitoring and model updating to improve application performance over time.
In 2024 and 2025, OneDL opens its doors to a select group of Strategic Partners in the agriculture and manufacturing sectors. This is your opportunity to influence the future of AI development. Let’s drive mutual success and shape the future of AI applications together.
Contact us for more information and to become a strategic partner.
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