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img-classification-api's Introduction

Image Classification Platform: BACKEND

Nodejs Expressjs JavaScript MySQL Docker Git

⚡ Description

Internal users are to login to the platform to initiate a customizable construction pipeline of training an image classification model based upon any target image data given, subsequent evaluation matrices are to be displayed based on user preferences. Once the process of train, test and evaluation of a model is complete, Dockerization of the model with an API would be done systematically and stored as versioning. Integrated with OBS and redis.

⚡ Bookmarks

⚡ Local Development

Requirements

  • NodeJS v18.16.0
  • Node Package Manager v9.8.1
  • MySQL

Getting Started

  • Clone this repository
  • Checkout to working branch
  • Change directory cd server
  • Install all required packages with npm install
  • Run the program npm run .
    • When the terminal displays the log below, the compilation is successful

    Screenshot-2023-08-01-111510

  • Open browser and go to http://127.0.0.1:4000/docs to view the API documentation and test them

img-classification-api's People

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