Scénarios Métiers

Contexte :
A financial institution needs to verify customer signatures by comparing a new signature image with a reference image on file. This requires a Siamese Network, which uses two identical, parallel CN...

Contexte :
A data science team is experimenting with different hyperparameters for a model. They need to replace an existing layer with a new one that has a different configuration. This scenario tests the 'r...

Contexte :
A retail company wants to build a Convolutional Neural Network (CNN) to automatically classify images of its products into categories like 'shirts', 'shoes', and 'accessories'. This test scenario s...

Contexte :
In a manufacturing setting, IoT sensors monitor machine operating temperatures. Due to minor sensor inaccuracies, readings can be very close to a threshold. We need to classify temperatures into 'N...

Contexte :
A financial institution needs to classify its customers into risk categories based on their credit score. This allows for tailored product offerings and risk management. The format should be simple...