University of Waikato

User-friendly Deep Learning (UFDL) API

JSON REST API for the User-friendly Deep Learning framework built by the University of Waikato's Faculty of Computing and Mathematical Sciences to make deep learning accessible to domain experts. Documentation covers authentication, projects, teams and users; CUDA, Docker images, frameworks, hardware, licences, nodes and pretrained models; job templates, jobs, job outputs and job types; and datasets for image classification, image segmentation, object detection and speech, plus filtering and permissions. Verified live 2026-09-01, HTTP 200. Institution-built and institution-owned: the documentation host ufdl.cms.waikato.ac.nz CNAMEs to waikato-ufdl.github.io, a GitHub Pages site under the university's own faculty organisation — a code host, not a vendor. The project's own documentation states it is work in progress; no machine-readable specification is published and none is generated here.

Documentation GitHub

Documentation

📖

Documentation

https://ufdl.cms.waikato.ac.nz/ufdl-api/

Other Resources

🔗

GitHub

https://github.com/waikato-ufdl

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API entry from apis.yml

aid: university-of-waikato:ufdl
name: User-friendly Deep Learning (UFDL) API
x-operator: institution
description: 'JSON REST API for the User-friendly Deep Learning framework built by the University of Waikato''s
  Faculty of Computing and Mathematical Sciences to make deep learning accessible to domain experts. Documentation
  covers authentication, projects, teams and users; CUDA, Docker images, frameworks, hardware, licences,
  nodes and pretrained models; job templates, jobs, job outputs and job types; and datasets for image
  classification, image segmentation, object detection and speech, plus filtering and permissions. Verified
  live 2026-09-01, HTTP 200. Institution-built and institution-owned: the documentation host ufdl.cms.waikato.ac.nz
  CNAMEs to waikato-ufdl.github.io, a GitHub Pages site under the university''s own faculty organisation
  — a code host, not a vendor. The project''s own documentation states it is work in progress; no machine-readable
  specification is published and none is generated here.'
humanURL: https://ufdl.cms.waikato.ac.nz/ufdl-api/
tags:
- Machine-Learning
- Deep Learning
- Research
- Data Science
tags_raw:
- Machine Learning
- Deep Learning
- Research
- Data Science
properties:
- type: Documentation
  url: https://ufdl.cms.waikato.ac.nz/ufdl-api/
- type: GitHub
  url: https://github.com/waikato-ufdl