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Bangkit 2023 Capstone Project: Machine Learning Model

Team C23-PC722


About the Model

The model is made to classify waste object into four different classes: cardboard, metal, paper and plastic. There is two model, for detect the waste object itself (object classification model) and another model (object features model) for get condition of the waste (like how good it is).

Here is the accuracy of the model:


Object Classification Model

download (3) image Screenshot 2023-06-05 141901


Object Features Model

download (2) Screenshot 2023-06-15 192027 Screenshot 2023-06-15 192104



Model Deployment

Model deployed using tensorflowjs with node js module.The return are predicted price.

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