/2023_4th_AI_SPARK_Outlier_Detection_Air_Compressor_Solution

The 4th 2023 AI SPARK Challenge

Primary LanguageJupyter Notebook

2023 AI Factory Outlier Detection Air Compressor faults Top 6% Solution

AI solution that Outlier detection of Air Compressor

Solution Overview

overview image

Team member
Jiyul Ham, Leader Jaeyoon Jung Hannah Yun Hyundo Lee

File Structure

┖ figures
  ┖ ~
┖ AE_ABOD_SOTA_.ipynb

AE_ABOD.ipynb

  • Train and Test the Unsupervised classification model

Dataset Overview

overview image
We train and evaluate our model using the dataset from Outlier detection of Air Compressor

we assume that you have downloaded it and placed based on File Structure, inside the dataset folder.

Submission Process

Run All code in 'AE_ABOD.ipynb' to classify abnomalies of air compressor