Florence-2

Florence-2

Microsoft
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About

Florence-2-large is an advanced vision foundation model developed by Microsoft, capable of handling a wide variety of vision and vision-language tasks, such as captioning, object detection, segmentation, and OCR. Built with a sequence-to-sequence architecture, it uses the FLD-5B dataset containing over 5 billion annotations and 126 million images to master multi-task learning. Florence-2-large excels in both zero-shot and fine-tuned settings, providing high-quality results with minimal training. The model supports tasks including detailed captioning, object detection, and dense region captioning, and can process images with text prompts to generate relevant responses. It offers great flexibility by handling diverse vision-related tasks through prompt-based approaches, making it a competitive tool in AI-powered visual tasks. The model is available on Hugging Face with pre-trained weights, enabling users to quickly get started with image processing and task execution.

About

IBM Maximo Visual Inspection puts the power of computer vision AI capabilities into the hands of your quality control and inspection teams. It makes computer vision, deep learning, and automation more accessible to your technicians as it’s an intuitive toolset for labeling, training, and deploying artificial intelligence vision models. Built for easy and rapid deployment, simply train your model using our drag-and-drop visual user interface or import a custom model, and you’re ready to activate when and where you need it using mobile and edge devices. With IBM Maximo Visual Inspection, you can create your own detect and correct solution, with self-learning machine algorithms. Watch the demo below to understand how easy it is to automate your inspection processes with visual inspection tools.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Supported
iPad Supported
Android Not Supported
Chromebook Not Supported

Audience

Researchers and AI developers needing a tool to perform complex vision tasks like object detection, captioning, and OCR

Audience

Asset-intensive companies looking for a tool to manage their enterprise assets and applications

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Supported
24/7 Live Support Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Supported

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Supported

Company Information

Microsoft
Founded: 1975
United States
huggingface.co/microsoft/Florence-2-large

Company Information

IBM
Founded: 1911
United States
www.ibm.com/products/maximo/visual-inspection

Alternatives

PaliGemma 2

PaliGemma 2

Google

Alternatives

SmolVLM

SmolVLM

Hugging Face

Categories

AI Vision Models Supported

Categories

Integrations

Apple iOS Not Supported
FMI Works Not Supported
IBM Maximo Application Suite Not Supported

Integrations

Apple iOS Supported
FMI Works Supported
IBM Maximo Application Suite Supported
Claim Florence-2 and update features and information
Claim Florence-2 and update features and information
Claim IBM Maximo Visual Inspection and update features and information
Claim IBM Maximo Visual Inspection and update features and information