Anomaly Detection in Industry Manufacturing

Published:

This project showcases an end-to-end training and inference pipeline build on top of Anomalib. It provides a web-based UI for uploading MVTec style datasets and training them on the available Anomalib models. It also has sections for calling inference on individual images as well as listing all the images with their predictions in the database.

You can view the project on Github For more details see the Discussion forum

Technology used

image

App Flask

python app.py

Open local URL: http://127.0.0.1:5000

Default account login:

  • Username: anomalib
  • Password: anomalib

Models supported: image

Login: image

Signup: image

Homepage: image

Train: image

Inference: image

Database: image