A DATA-FIRST APPROACH TO ARTIFICIAL INTELLIGENCE
Welcome to ex-nihilo – your solution for efficient visual inspection tasks.
Ex-Nihilo is an innovative company specializing in the creation of synthetic image data that can be used to train neural networks to detect defects automatically and reliably in image data. Our solution is ideal for railway infrastructure operators looking to make their inspection processes faster, more efficient, and more cost-effective.
Services
REQUIREMENT ENGINEERING
Depending on your specific Requirements we are happy to collaborate with your domain experts and IT departments to adapt the solution.
GENERATE TRAINING DATA
Build 3D-Environments based on your specific image or video acquisition technology.
R & D
We are happy to raise the scientific status to a new level with you.
Training
Build detection models for your specific use-case and fault detection problem.
Synthetic Data
Simply better
Diversity
Synthetic image training data can cover a wider variety of conditions and situations than traditional training data based on real images. This allows artificial intelligence models to better prepare for unexpected scenarios.
Control
Unlike real images, synthetic training data can be very precisely controlled to simulate specific scenarios and conditions. This allows targeted tests to be performed to determine if the model is able to recognize specific anomalies or situations.
Efficiency
Creating synthetic training data is typically much more efficient and cost-effective than collecting real image data. This allows companies and organizations to train artificial intelligence models more quickly and easily and bring their applications to market faster.
Scalability
Synthetic training data can be easily scaled to provide a larger number of training examples. This allows models to be trained more quickly and effectively to achieve higher accuracy and robustness.
Adaptability
Synthetic training data can be easily adapted to different scenarios and applications. This allows companies and organizations to create artificial intelligence models that are tailored to their specific requirements and better suited to their needs and challenges.
Machine Learning
Good understanding an profound knowhow
Increased efficiency
Machine learning can help automate visual inspection tasks, allowing them to be completed more quickly and efficiently than traditional manual methods.
Improved accuracy
Machine learning algorithms can be trained to identify defects with a high level of accuracy, reducing the risk of missed or misidentified issues.
Scalability
Machine learning can be applied to large datasets, allowing for the analysis of vast amounts of inspection data in a relatively short amount of time.
Cost savings
By automating inspection tasks and identifying defects early, machine learning can help reduce the need for costly repairs and maintenance.
Predictive maintenance
By analyzing historical inspection data, machine learning can help identify patterns and predict when maintenance or repairs may be necessary, allowing for proactive maintenance and reducing downtime.
Use Case
Superstructure
We would like to demonstrate the feasibility using a use case. We chose the railroad superstructure because we already have extensive know-how in this area.
Safety
The railway system is a critical infrastructure that requires regular maintenance and inspection to ensure safety. Machine learning can help automate the inspection process and identify potential issues before they become a safety hazard.
Efficiency
Railway networks are vast and complex, making manual inspection and maintenance a time-consuming and costly process. Machine learning can help increase the efficiency of these tasks, reducing downtime and improving overall network performance.
Industry demand
Railway infrastructure providers are increasingly looking for ways to incorporate automation and artificial intelligence into their operations to increase efficiency and reduce costs. The use of machine learning in railway superstructure inspection is a response to this demand and can provide a competitive advantage for companies offering these services.
Other Project Ideas?
You would like to implement your own project?
We are happy to support you in finding the right solution for your problem, implementing it and then taking it into productive operation.
