Scones Image Classification

• Tech Stack: Python, Amazon Sagemaker, AWS (S3, Lambda, Step Functions)
• Github URL: Project Link

It can automatically detect which kind of vehicle delivery drivers have, in order to route them to the correct loading bay and orders. Assigning delivery professionals who have a bicycle to nearby orders and giving motorcyclists orders that are farther can help Scones Unlimited optimize their operations.

Inference object is an array of two values, the predicted probability value for each of your classes (bicycle and motorcycle respectively.) So, for example, a value of b'[0.97, 0.093]' indicates the probability of being a bike is 91% and being a motorcycle is 9%.