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A machine learning based PUBNUB SDK solution to return user the amount of recyclable waste through communications generating network messages between Channel, subscriber, publisher and listerner.
nimitnagpal/PubNubSDKMachineLearningIoT
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Motivation: America is world's largest waste producer, producing 500 million tons of waste every year, the striking fact being out of this only 5% is being recycled every year. Whereas countries like sweden are importing waste from other countries with there, recycle percentage being 200%. Why are we not interested in treating the waste? This is because we don't realize the worth of our waste. Solution: Returning user the amount of recyclable waste everyday in a wallet, thus encouraging them to generate recyclable waste over other. By this solution, we tend to classify the waste into categories based on sensor input data. Train a large dataset using SVM and KNN Machine Learing classification, using PUBNUB's python library. After the waste is being segregated the individual results are published through a PUBNUB channel and the end user, uses a dashboard, to see what part is contributing to major of the amount of the recycled waste.
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A machine learning based PUBNUB SDK solution to return user the amount of recyclable waste through communications generating network messages between Channel, subscriber, publisher and listerner.
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