Web Dev Bootcamp TIL Day-22(Machine Learning Proj. Start)

 

Project Theme: Garbage classification website that utilizes machine learning backend component

Data source: https://www.kaggle.com/datasets/mostafaabla/garbage-classification

 

Process: Each team member will create a trained model for categorizing a given garbage image and work as well as their respective APIs.

 

Main APIs

• login/signup(JWT token and decorator function for authorization)
• image POST
• image GET

 

Data processing: We only want paper(cardboard inlcuded), plastic, glass and metal images as inputs and the classification as outputs

 

cDot Product

Matrix Multiplication(matrix 1 row length must equal matrix 2 column length)