Model training for AI video analysis with Vaidio
Individual detection for real-world conditions
What is model training for AI video analysis?
Standard AI recognizes many things. But not everything that is crucial in your environment. The Vaidio AI Vision platform already includes a wide range of pre-trained models. Model training for AI video analysis is used precisely where standard logic is not sufficient. The analysis is not based 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 what requires immediate action
What can be trained in model training for AI video analysis?
With Synaedg and Vaidio, you can specifically extend existing AI models where standard logic is not sufficient. You can carry out simple object training yourself. Using the Vaidio DIY tool, you upload your own image material and define exactly what should be detected. We fully handle complex requirements such as situation-based evaluations 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 workflows or missing process steps
Material flows and goods movements
Monitoring of work and manufacturing processes
Person-related contexts (without biometrics)
Detection of unusual combinations of objects and behavior
Analysis of situations in spatial and temporal context
Unusual objects within the interaction environment
Deviations from defined safety or behavioral patterns
Safety-critical situations
Aggregation of multiple events into an overall situation picture
Evaluation of situations across people, objects, and environment
Detection of patterns that indicate escalation
Individual risk assessments across multiple influencing factors
How is an AI model created that detects exactly what is relevant to you?
Our model training follows a clearly structured process designed for efficiency, precision, and practicality. From targeted data collection to full integration, we ensure that your custom AI solution works reliably – recognizing exactly what is relevant in your environment.
Data Collection & Preparation
We support you in the structured collection and selection of suitable video data – whether from your archive or from targeted new recordings. Subsequently, we take care of 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 high recognition accuracy.
Validation & Quality Assurance
Before the model is deployed, we thoroughly test it with various scenarios and datasets. This ensures that it operates stably, reliably, 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 immediately ready for use and works perfectly with your environment.
Training & Support
We make your team ready for deployment with hands-on training on how to use and manage the new model. Our support is always available to assist you with technical questions or optimizations.