https://github.com/diffgram/diffgram
The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.
https://github.com/diffgram/diffgram
annotation annotation-tool annotations data data-analytics data-annotation data-science datasets datastore deep-learning image-annotation kubernetes labeling machine-learning training-data video-annotation
Last synced: about 1 month ago
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The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.
- Host: GitHub
- URL: https://github.com/diffgram/diffgram
- Owner: diffgram
- License: other
- Created: 2018-09-06T21:04:23.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2024-07-23T02:33:07.000Z (9 months ago)
- Last Synced: 2024-08-21T01:53:21.658Z (8 months ago)
- Topics: annotation, annotation-tool, annotations, data, data-analytics, data-annotation, data-science, datasets, datastore, deep-learning, image-annotation, kubernetes, labeling, machine-learning, training-data, video-annotation
- Language: Python
- Homepage: https://diffgram.com
- Size: 53.2 MB
- Stars: 1,828
- Watchers: 29
- Forks: 119
- Open Issues: 478
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Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.md
- Security: SECURITY.md
Awesome Lists containing this project
- awesome-data-annotation - diffgram - - image, video, text, data platform (Image / video / Open source)
README
[Docs](https://diffgram.readme.io/docs)
•
[Diffgram.com](https://diffgram.com/)
•
[Request Slack Invite](https://www.jotform.com/form/222377866413058)
# News
Sept 28 2023: New [Diffgram license version 2 (DLv2)](https://diffgram.readme.io/docs/diffgram-license-v2-dlv2). Featuring [new contributor license (CL)](https://diffgram.readme.io/docs/diffgram-contributor-license-cl) available at no financial cost. MSA customers will receive a financial credit for all contributions.
# The AI Datastore
The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.
[**Learn more**](https://diffgram.readme.io/docs)
# Use Cases
* **Use with your AI Apps** - One place for Compliant PII AI data.
* **Human Supervision (Data Labeling)** - Label all media types and scale your annotation.
* **AI Data Application Workflow** - Move data between your AI Apps and control your AI through a friendly UI/UX exp.
* **UI Catalog** - Visually Explore your AI Datastore.
## Data
Diffgram is installed by you and you have control over your data.
## Supervision (Data Labeling) Media Types
A popular use case is for human supervision
* [Grid & Multi-Modal](https://diffgram.readme.io/docs/multi-modal-annotation)
* [Conversational & LLM (Preview)](https://diffgram.readme.io/docs/conversational-annotation)
* [Image](https://diffgram.readme.io/docs/image-annotation)
* [Video](https://diffgram.readme.io/docs/video-introduction)
* [3D](https://diffgram.readme.io/docs/3d-annotation-overview)
* [Text](https://diffgram.readme.io/docs/text-annotation)
* [Audio](https://diffgram.readme.io/docs/audio-annotation)
* [GeoSpatial](https://diffgram.readme.io/docs/geospatial-annotation)
* [Document (Roadmap)](https://diffgram.readme.io/docs/annotation#document)
* [HTML (Roadmap)](https://diffgram.readme.io/docs/annotation#html)
* [DICOM (Roadmap)](https://diffgram.readme.io/docs/annotation#dicom)
* [Custom/Other](https://diffgram.readme.io/docs/annotation#custom)
## Getting Started
Watch the [Video Explainer](https://www.youtube.com/watch?v=dws6J3bDbcU),
read the commercial open source [license](https://github.com/diffgram/diffgram/blob/master/LICENSE.md).
* [Install Diffgram](https://diffgram.readme.io/docs/install)
* [Sales Info](https://diffgram.readme.io/docs/sales)
* [Join us on Slack](https://www.jotform.com/form/222377866413058)
* [Contribute](https://diffgram.readme.io/docs/contribute)
## More
Commercial firms have been using Diffgram since 2018 and we continue to stay up to date with the latest advances. Diffgram has 706 tests (E2E, unit etc) and we care greatly about quality.
* [News](https://diffgram.readme.io/docs/news)
* [Roadmap](https://diffgram.readme.io/docs/roadmap)
* [Development System](https://diffgram.readme.io/docs/development-system)
* [Updating Existing Install](https://diffgram.readme.io/docs/updating-an-existing-installation)
* [Training Data Book](https://www.oreilly.com/library/view/training-data-for/9781492094517/)
* [Ecosystem](https://diffgram.readme.io/docs/ecosystem)
* [Vision](https://diffgram.readme.io/docs/vision)
* [Features](https://diffgram.readme.io/docs/versions)
* [All Media Types](https://diffgram.readme.io/docs/annotation)
* [ML Program Integrations](https://diffgram.readme.io/docs/automation-and-prelabels)