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Carrying out AI and item recognition to type recyclables is advanced and would require an embedded chip able to managing these features with large performance. As the quantity of IoT devices increase, so does the amount of knowledge needing being transmitted. Sad to say, sending substantial amounts of details towards the cloud is unsustainable