Diffgram

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Diffgram is an AI Datastore for Schemas, BLOBs, and Predictions, designed to maximize the value of AI data. It integrates built-in human supervision, data workflow, and a UI catalog.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is diffgram?

Diffgram is an AI Datastore that manages Schemas, BLOBs, and Predictions, allowing users to integrate it with their existing applications or leverage its built-in features. It offers human supervision for data labeling across various media types including image, video, 3D, text, and audio. The platform supports AI data application workflows, enabling users to control their AI through a user-friendly UI/UX experience. Additionally, Diffgram provides a UI Catalog for visually exploring the AI Datastore. It is installed by the user, giving them full control over their data, and has been used by commercial firms since 2018, emphasizing quality with 706 tests.

Best used for

Ideal for developers and data scientists who need to manage AI data, implement human supervision for data labeling, and control AI application workflows. Especially valuable for organizations requiring compliant PII AI data management and scalable annotation across diverse media types.

Common actions

manage AI data

label data

automate workflows

supervise AI

"AI Agents"face swappingautomated workflowdeepfakeopen-sourceworkflowslow-code/no-codecollaborationgithub copilot

Capabilities

Key features

AI Datastore
Human Supervision
Data Workflow
UI Catalog
Multi-modal labeling
User-controlled data

Target Audience

developerdata scientiststartup founder

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What types of media can be labeled using Diffgram's human supervision feature?

Diffgram supports human supervision and data labeling for a wide range of media types, including image, video, 3D, text, and audio. It also has roadmap plans for DICOM and HTML, making it versatile for various AI data annotation needs.

What is the licensing model for Diffgram?

Diffgram operates under the Diffgram license version 2 (DLv2), which includes a new contributor license (CL) available at no financial cost. MSA customers also receive a financial credit for all contributions, promoting open-source collaboration.

Can Diffgram be integrated with existing AI applications?

Yes, Diffgram is designed to be used with your existing AI applications. It functions as an AI Datastore for Schemas, BLOBs, and Predictions, allowing seamless integration while also offering built-in human supervision and data workflow capabilities.

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