Accomplishing AI and item recognition to sort recyclables is complex and would require an embedded chip effective at dealing with these features with significant effectiveness. As the volume of IoT products increase, so does the level of info needing to become transmitted. Unfortunately, sending significant quantities of info towards the cloud is