Neuralyze® as Platform
Neuralyze® covers the entire machine learning workflow: from data collection through training to production. You train neural networks using your own product data without any coding knowledge and without a data science department.
The platform consists of three components:
Neuralyze® Desk for training and project management, Neuralyze® Core as the inference engine, and Neuralyze® Edge for deployment directly on the production line.
Training and Project Management
Collecting and Evaluating Data
The first step is to define the testing task: Which features should be detected? Image data from production is systematically collected and checked for suitability.
Sorting and Cleaning Data
Not every image is suitable for training. Relevant images are selected, and quality issues are identified and removed.
Annotation (Labeling)
The relevant features in the image data are marked and labeled. The quality of the annotation determines the quality of the model.
Data Augmentation
Synthetic expansion of the dataset by varying position, rotation, and image parameters. This increases robustness against real-world variations.
Train the model
You choose the network architecture; Neuralyze optimizes the parameters. The results of each variant are automatically compared.
Validate the model
Test the model on data it has never seen before. This will show whether it can generalize or whether it has merely memorized the data.
The Inference Engine
Inference
Inference means that the trained model evaluates an image and delivers a result. The speed of this decision determines whether the system can operate at the production cycle rate.
Types of Assignments
- Classification – The image is assigned to a category: Good, Bad, Type A/B/C. Fast and reliable for binary decisions.
- Object Recognition – Multiple objects in the image are located and classified. Ideal for counting or when multiple defects occur per image.
- Segmentation – Pixel-precise classification. The result is a precisely defined mask, which is relevant for identifying related areas and for measuring.
- Hybrid Strategie – Enables the implementation of complex inspection scenarios.
Compact Integration into the System
Neuralyze Edge brings inference to the machine directly on the production line, without network latency, without the cloud, and on edge devices that serve as both sensors and analysis hardware.
Training and inference are clearly separated: Training takes place under controlled laboratory conditions on high-performance hardware (Neuralyze® Desk), and the optimized models are then transferred to GPU-based edge devices.
Deployment Scenarios
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Embedded systems directly in the test system
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Edge servers in the production hall
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GPU workstations for multiple parallel camera lines
Licenses & Pricing
Three licenses for different levels of access. Choose the license that best fits your needs.
License Comparision
| Explore | Trial | Pro | |
|---|---|---|---|
| Price | Free for the education sector | Free | 7.000 € |
| Duration | 2 Years | 30 Days | Unlimited |
| Target Audience | Education, Research | Evaluation | Production |
| Features | Only Neuralyze Desk | Complete | Complete |
| Commercial Use | No | No | Yes |
| License Type | Host-based | Host-based | Host-based or USB |
Lizenzvergleich
| Explore | Trial | Pro |
|---|---|---|
|
Preis |
Preis Kostenlos |
Preis 7.000 € |
| Laufzeit Unbegrenzt |
Laufzeit 30 Tage |
Laufzeit Unbegrenzt |
| Zielgruppe Bildung, Forschung |
Zielgruppe Evaluation |
Zielgruppe Produktion |
| Funktionsumfang Voll |
Funktionsumfang Voll |
Funktionsumfang Voll |
| Kommerzielle Nutzung Nein |
Kommerzielle Nutzung Nein |
Kommerzielle Nutzung Ja |
| Lizenzform WIBU-Dongle |
Lizenzform WIBU-Dongle |
Lizenzform WIBU-Dongle (File/USB) |
Free for Education and Research
Full functionality of Neuralyze Desk, limited to 2 years, free of charge. For research institutes, universities, and trade schools. Already used in the curriculum of Bavarian AI technical schools.
Try it for 30 days with no obligation
30 days of full access for evaluation using your own data. No automatic renewal, no hidden costs.
Price: 7.000 € (one-time)
Unlimited license for commercial use. Technical support. One additional Explore license included. Offline-capable.