Rail Inspection
Innovative multimodal data fusion for railway safety and efficiency.
Data Acquisition
Collecting diverse railway inspection data from smart sensors.
Model Architecture
Hybrid framework combining vision transformers and graph networks.
Explainability Integration
Embedding SHAP and attention for critical risk feature identification.
Robustness Training
Ensuring model resilience through advanced training techniques.
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Innovative Railway Inspection Solutions
At Zerofault Rail, we revolutionize railway inspection through advanced data acquisition, hybrid modeling, and robust training, ensuring safety and efficiency in railway operations.
Our Mission
Our Approach
We integrate explainability and robustness in our models, utilizing multimodal data and advanced techniques to enhance decision-making and risk management for engineers in the railway industry.
Railway Inspection Solutions
We provide advanced multimodal railway inspection services using innovative AI-driven technologies for enhanced safety.
Data Acquisition Fusion
Collecting multimodal railway inspection data from smart sensors and UAV platforms for analysis.
Model Architecture Design
Developing a hybrid framework combining vision transformers and temporal graph networks for data processing.
Robustness Training Techniques