NVIDIA/DIGITS
Deep Learning GPU Training System observed · 2026-08-28
Health v2 · maintenance only
10/100
- Activity 0
- Release rhythm 8
- Longevity 100
Flags: archived
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 4187
- days_rel: n/a
- days_push: 603
- n_releases_24m: 0
Adoption not part of the score
4177 stars · 1364 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
DIGITS is a web application for training deep learning models on GPUs, supporting frameworks like Caffe, Torch, and TensorFlow with a browser UI and REST API. NVIDIA has discontinued it, recommending TAO for vision AI work instead.
Use cases
- train deep learning models on gpu through a web ui
- train image classification networks with caffe
- fine-tune a pretrained model
- train an object detection network
- create datasets from s3 for training
- classify images with a trained model via rest api
When to choose
- you need a browser-based interface for GPU model training with Caffe or Torch
- you are maintaining a legacy DIGITS deployment or following an old tutorial
When to avoid
- you are starting a new vision AI project - NVIDIA recommends TAO instead
- you need bug fixes, new features, or support - the project is no longer maintained
- you need modern framework support beyond Caffe, Torch, or legacy TensorFlow
Facets
application · maturity abandoned
deep-learning machine-learning gpu-computing image-processing http-server deep-learning machine-learning computer-vision gpu-computing caffe torch tensorflow model-training web-ui nvidia discontinued rest-api linux docker web-server gpu
5 sources
- readme: https://github.com/NVIDIA/DIGITS · fetched 2026-08-28 · 8c7873990601
- homepage: https://developer.nvidia.com/digits · fetched 2026-08-29 · 5bd94ed83708
- site_page: https://www.nvidia.com/en-us/about-nvidia/privacy-policy?deeplink=visiting-our-website · fetched 2026-08-29 · 19a916245f53
- site_page: https://build.nvidia.com/openshell?ncid=pa-srch-goog-984177 · fetched 2026-08-29 · 9cbfedbbeb02
- site_page: https://forums.developer.nvidia.com/t/dgx-spark-gb10-faq/347344 · fetched 2026-08-29 · 8773677c22da
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| NVIDIA/DIGITS | main | 10 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem