Scénarios Métiers

Contexte :
A factory uses automated optical inspection to find defects on circuit boards. After a detection model identifies defect coordinates, this scenario uses `annotateImages` to draw bounding boxes arou...

Contexte :
A radiologist is reviewing a batch of brain MRI scans. A preliminary AI model has identified potential anomalies (e.g., tumors) and marked their centers with coordinates. However, not all scans hav...

Contexte :
An autonomous vehicle's perception system identifies objects (cars, pedestrians), classifies drivable areas (road, lane markings), and plans a trajectory. This complex scenario tests the ability of...

Contexte :
An industrial manufacturing company wants to implement a predictive maintenance program. The goal is to train a neural network to predict imminent machine failure based on real-time sensor data. Th...

Contexte :
A major telecommunications provider needs to build a customer churn prediction model using a dataset of several million subscribers. Due to the data volume, training efficiency is critical. The mod...