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What is MedGemma?

MedGemma is a groundbreaking collection of Gemma 3 variants tailored specifically for superior analysis of medical texts and images. This tool equips developers with the means to swiftly create AI applications that are focused on healthcare solutions. At present, MedGemma features two unique variants: a multimodal version boasting 4 billion parameters and a text-only variant that has an impressive 27 billion parameters. The 4B model utilizes a SigLIP image encoder, which has been thoroughly pre-trained on a diverse set of anonymized medical data, including chest X-rays, dermatological visuals, ophthalmological images, and histopathological slides. Additionally, its language model is trained on a broad spectrum of medical datasets, encompassing radiological images and various pathology-related visuals. MedGemma 4B is available in both pre-trained formats, identified with the suffix -pt, and instruction-tuned variants, indicated by the suffix -it. For the majority of use cases, the instruction-tuned version is the preferred starting point, adding significant value for developers. This advancement not only enhances the capability of AI in the healthcare sector but also paves the way for new innovations in medical technology. Ultimately, MedGemma marks a transformative step forward in the application of artificial intelligence in medicine.

What is Google AI Edge Gallery?

The Google AI Edge Gallery is an inventive and open-source Android app that highlights various uses of on-device machine learning and generative AI, enabling users to download and operate models offline after installation. This application boasts several features, including AI Chat for engaging in multi-turn dialogues, Ask Image for uploading pictures to ask questions about objects or receive descriptions, Audio Scribe for converting audio files to text or translating them, and Prompt Lab for executing single-turn tasks such as summarization and coding tasks. Furthermore, it offers performance metrics to track latency and decode speeds, enhancing user experience. Users can easily switch between various compatible models, including Gemma 3n and options from Hugging Face, while also having the opportunity to add their own LiteRT models, all while accessing model cards and source code for better transparency. By ensuring all data processing occurs locally on the device, the app emphasizes user privacy, requiring no internet connection for its main features once the models are initially loaded. This approach not only reduces latency but also strengthens data security significantly. In essence, the Google AI Edge Gallery equips users with advanced AI tools while safeguarding their privacy and offering them greater control over their personal data and preferences. Ultimately, it stands as a testament to the future of AI applications that prioritize both functionality and user trust.

Media

Media

Integrations Supported

Hugging Face
Dr7.ai
Gemini Enterprise Agent Platform
Gemma 2
Gemma 3
Gemma 3n
Gemma 4
LiteRT

Integrations Supported

Hugging Face
Dr7.ai
Gemini Enterprise Agent Platform
Gemma 2
Gemma 3
Gemma 3n
Gemma 4
LiteRT

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Google DeepMind

Date Founded

2010

Company Location

United Kingdom

Company Website

deepmind.google/models/gemma/medgemma/

Company Facts

Organization Name

Google

Company Location

United States

Company Website

github.com/google-ai-edge/gallery/

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Categories and Features

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