Master computer vision challenges in just hours, not months.

AI-based image processing. With Deep Learning DS.

Deep Learning DS empowers engineers to work on image processing projects faster and more efficiently by using the Data Spree AI workflow to accomplish key computer vision tasks in just hours, not months. By delivering automated data labeling features, data analytics, automated parameter optimization and state-of-the-art AI algorithms everyone can now exploit the full potential of neural networks and independently develop comprehensive solutions for new and varied computer vision challenges for every enterprise in every industry.

Workflow

Data Upload & Labeling

AI solutions are based on data. In Deep Learning DS the creation of image data sets and valid ground truth data are easy and fast. Any kind of image data, wether industry camera data, point clouds or even image data from your phone, can be uploaded, managed and labeled.Deep Learning DS offers an efficient and time-saving image labeling process. Object tracking and automated data labeling functions help to deal with large-scale image data sets. A quality assurance process is integrated to ensure high data quality for good training results.

  • Web-based creation of valid ground truth data for training and validation of classification and detection algorithms
  • Efficient data labeling process (object tracking, annotation status)
  • Automated data labeling features
  • Tracking of annotation status
  • Integrated quality assurance process

Data Management


All data at a glance. Deep Learning DS makes it easy to manage every kind and size of image data. Statistical evaluations about data sets, annotations, classes and parameters in real time are part of the extensive data management feature set. Only a transparent overview of the data enables valid AI development.

  • User-friendly data management: all data, classes and parameters at a glance
  • Statistical data analytics in real time

Development & Training

Deep Learning DS always provides state-of-the-art AI models for different computer vision tasks, like classification or object detection. Every model is optimized and fits different requirements according to accuracy, latency and capacity.

Without any programming or machine learning skills required AI trainings can be started, tracked and evaluated by the press of a button. Data augmentation and parameter optimization features can be used manually or fully automated.

  • Training of state-of-the-art algorithms for classification and object detection
  • Selection of neural networks according to individual requirements (accuracy, latency, capacity)
  • No programming involved
  • No prior machine learning skills required
  • Automated parameter optimization
  • Individual model development

Real-Time Validation

During the model training the progress and quality of the training can be monitored live. Losses, precision and recall are shown in charts during the training. During the training the model evaluation is done via automatically generated charts showing the level of accuracy, precision, recall and confusion. Different training results and models can be generated and compared in parallel. A reliable evaluation is the basis for a reliable problem solution.

  • Real time training monitoring
  • Automated statistical evaluation
  • Validation methods for a broad selection of deep neural networks
  • Result comparison of different models

Deployment

The trained AI model can be exported quickly and easily. Deep Learning DS supports the open ONNX standard for easy integration of the trained models.

With Inference DS, you can run AI models on different hardware.

  • Easy and fast model export in ONNX format
  • Supporting runtime-libraries for a variety of programming languages (Python, C/C++, Java)
  • Supporting camera APIs for hardware integration
  • Optimized for fast inference on a variety of platforms, such as Nvidia's Jetson Nano, TX2, and Xavier NX

Why you should use Data Spree AI for computer vision challenges.


Higher Accuracy
AI can meet the highest accuracy requirements.
Training iterations make machines even more
reliable than humans.

Increased Quality
Increase your quality continuously with AI and permanently meet the highest quality standards
in your daily business.

Faster Solutions
Isn't it nice when things just work?
With Deep Learning DS you can now implement the entire development cycle for AI solutions quickly and easily.

Complex Tasks
Solve vision challenges of any complexity with AI.
From simple object detection to complex semantic segmentation.

Efficient Development
With Deep Learning DS, AI-based solutions can
now be implemented leanly and effectively.
Say goodbye to countless lines of code.

Reduced Costs
AI solutions can significantly reduce costs, from process automation to quality control. Increase your productivity and reduce production rejects.
Let's talk about your project.
Adopt one of our ready-to-use solutions, start creating your deep-learning-based system, or tell us your requirements to let us build an individual application for you.
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