***Please ans within 30 minutes

The CIFAR-10 dataset can be used for training an object detection model that can identify the following objects: airplane, automobile, bird, cat, deer, dog, frog, horse, ship, truck.

a) Suppose you want to build a robot that can carry boxes around a super shop even when there are customers are present. To avoid colliding with the customers and correctly picking up boxes, it needs to identify them in real-time.

For completing this task, can you use an object detection model that has been trained with the CIFAR-10 dataset? If yes, then explain your reasoning. If not, explain what you can do to perform the required task.

b) How can you measure the performance of the object detection model? Explain the process briefly. (2.5 Marks