Garbage object detection using PyTorch and YOLOv3

Cities around the world have an increasing number of inhabitants, and when the number of people in an area increases also the production of garbage is increased. This created the dilemma of collecting this garbage. By making this process more efficient the garbage will be on city streets for a shorter duration and thus have less negative effects on the environment. When garbage can be detected in a timely manner this will allow for a more efficient reaction from the local government, which in turn can deploy the correct resources to solve the problem. For example a truck that can pick up bulky waste or enforcers that can enforce when local regulations are broken.