Tailor-Made Models for Visual Data
Not every image processing challenge can be solved with off-the-shelf solutions. We develop custom machine learning models precisely tailored to your visual data and requirements.
Our Process
Data Analysis & Strategy
Together, we analyse your existing image data, define success criteria, and select the optimal approach — whether classical image processing, deep learning, or transfer learning with pre-trained models.
Model Development & Training
Iterative model design with rigorous validation. We leverage state-of-the-art architectures (CNNs, Vision Transformers, U-Net) but always choose the simplest model that meets the requirements.
Deployment & Monitoring
From prototype to production application. We deploy models as REST APIs, edge solutions on embedded systems, or batch processing pipelines — including monitoring and automated retraining.
Specialisations
- Image Classification & Object Detection (YOLO, EfficientNet, DETR)
- Semantic Segmentation (pixel-level assignment in images)
- Anomaly Detection (defect detection in production and quality assurance)
- Optical Character Recognition (OCR, document analysis)
- Generative Models (synthetic data, image augmentation)