Model training for AI video analytics with Vaidio
Individual detection for real deployment conditions
What is model training for AI video analytics?
Standard AI can recognize a lot. But not everything that is crucial for your environment. The Vaidio AI Vision platform already includes a wide range of pretrained models. AI model training for video analysis is used precisely where standard logic isn’t enough. The analysis is not built on generic datasets, but on real data from your environment. The result is not a general system, but a model that understands:
- what is normal in your environment
- which deviations are actually relevant
- and requires immediate action
What can be trained in AI video analysis model training?
With Synaedge and Vaidio, you can precisely expand existing AI models exactly where standard logic is not sufficient. You can carry out simple object training yourself. With the Vaidio DIY tool, you label your own image material and define exactly what should be detected. We fully handle complex requirements such as situation-dependent assessments or behavior analysis. From data collection through training to productive integration.
Specific objects
Company-specific tools or equipment
Individual products, components, or packaging
Special vehicle types or markings
Objects that are not included in standard models
Process and industrial applications
Production errors and quality deviations
Incorrect processes or missing process steps
Material flows and goods movements
Monitoring work and manufacturing processes
Person-related contexts (without biometrics)
Detection of conspicuous combinations of objects and behavior
Analysis of situations in the spatial and temporal context
Unusual objects in the interaction environment
Deviations from defined safety or behavior patterns
Safety-critical situations
Merging multiple events into a single situational picture
Assessing situations across people, objects, and the environment
Detecting patterns that indicate escalation
Individual risk logics across multiple influencing factors
How is an AI model created that recognizes exactly what is relevant to you?
Our model training follows a clearly structured process designed for efficiency, accuracy, and practical usability. From targeted data collection to complete integration, we ensure that your individual AI solution works reliably—and detects exactly what is relevant in your environment.
Data collection & preparation
We support you with the structured collection and selection of suitable video data—either from your archive or from targeted new recordings. After that, we take over data cleansing, annotation, and formatting—so that you are optimally prepared for training.
Model training for AI video analysis & optimization
Our experts train your new model precisely based on your requirements. During the training process, the model is continuously monitored, adjusted, and optimized to ensure a high detection accuracy.
Validation & Quality Assurance
Before the model is deployed, we test it thoroughly with various scenarios and datasets. This ensures that it works reliably, stably, and accurately—even under real-world conditions.
Integration into your infrastructure
The validated model is seamlessly integrated into your existing Vaidio appliance. Our technicians ensure that it is ready for immediate deployment and perfectly harmonizes with your environment.
Training & Support
We’ll get your team ready for deployment—with hands-on training on how to use and manage the new model. If you have technical questions or want to optimize anything, our support is there for you at any time.