Custom Computer Vision

Custom YOLO model training, from data to production.

Our Expertise

We master the entire development chain of YOLO-based computer vision solutions. Defect detection, object identification, visual inspection automation: we create AI models adapted to your needs.

Services

Data Preparation

• Audit and collection strategy
• Cleaning and organization
• Dataset quality assessment

Labeling and Annotation

• Precise annotation (bounding boxes, segmentation)
• Professional tools (LabelImg, CVAT, Roboflow)
• Quality validation and consistency

Preprocessing

• Data augmentation (rotation, zoom, brightness)
• Format normalization
• Class balancing

Training

• Adapted architecture (YOLOv5, YOLOv8, YOLOv9, YOLO11)
• Hyperparameter optimization
• Rigorous validation (mAP, precision, recall)

Deployment

• Multi-format export (ONNX, TensorRT, CoreML)
• REST API and integration
• Cloud or edge (Raspberry Pi, Jetson Nano)

Maintenance

• Production monitoring
• Periodic retraining
• Continuous technical support

Applications

• Industry: Defect detection, quality control
• Security: Surveillance, counting, behavioral analysis
• Agriculture: Disease identification, fruit counting
• Logistics: Package recognition, automated sorting
• Retail: Shelf analysis, stockout detection

Methodology

1. Discovery: Analysis of your problem
2. Pilot: Feasibility validation
3. Iterations: Progressive improvement
4. Validation: Business testing
5. Production: Progressive deployment

Contact Us

Automate your visual processes with AI. Let's discuss your computer vision project.