Characterization of damage from vehicle pictures


Challenge

Automatically and reliably determine the suitable repair plan, using photos of the damage to the vehicle.

Resolution

Creation and training of several deep learning algorithms aiming at characterizing damages on a vehicle based on pictures taken by users. Utilizing the images in combination with a business decision tree, the algorithms make it possible to determine the most suitable repair -plan. Packaging and deployment of the solution in the cloud as an independent API.

Techno

TensorFlow/Keras/Python/NetworkX


Do not blame me if I spot a scratch or a bump on your car at a glance. Algorithms were not the only ones ending up learning something...