Ideogram 4.0

Ideogram 4.0

Ideogram
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About

Ideogram 4.0 is an open image model at the forefront of design, built for open weights, multilingual text, precise layout control, editable elements, and realistic 2K images. It is a state-of-the-art open-weight image model for developers and enterprises that want to build, fine-tune, and run visual intelligence on their own hardware. Ideogram 4.0 was trained with a describe-to-structure-to-recreate loop, first reading scenes, backgrounds, text, and objects as structured data, then learning to rebuild images from that representation. This approach is designed to help the model understand composition before recreating it, giving teams more control over layout, objects, typography, and visual structure. It is built for real design work, especially brand, advertising, fashion, marketing, food, apparel, social, photography, and illustration use cases. Ideogram has led on text rendering since launch, and 4.0 adds bounding-box layout control so headlines stay readable.

About

Ximilar is the first MLaaS platform for training and fine-tuning vision-language models without coding, enabling multimodal AI without in-house research teams. Build and train custom models on your own image and text data, then deploy via a single API click. Chain multiple models into automated workflows using Flows. Key capabilities: — Vision-language model fine-tuning on custom datasets — Image classification, annotation, and object detection — Visual search handling thousands of queries per second — Text-to-image search using natural language queries — Automated tagging and product description generation — OCR and text extraction from images — Fashion AI for apparel tagging and visual search — Defect detection for manufacturing and quality control — Classification, grading, and pricing of collectible items Built on Intel Xeon® with TensorFlow and OpenVINO. Deploy via API or offline. GDPR-compliant, EU servers. 15B+ images processed. Clients in 40+ countries.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Brand, product, and creative technology teams that need an image model for controlled design generation, readable text, brand-consistent visuals, and production-ready creative workflows

Audience

E-commerce, fashion, collectibles, photography, manufacturing and quality control, home decor, healthcare, real estate, and automotive — businesses automating image and vision-language AI at scale.

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

$0
Free Version
Free Trial

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

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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Ideogram
Founded: 2022
Canada
ideogram.ai/models/4.0/

Company Information

Ximilar
Founded: 2016
Czech Republic
www.ximilar.com

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Reve 2.0

Reve 2.0

Reve

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FLUX.2

FLUX.2

Black Forest Labs
Florence-2

Florence-2

Microsoft
LLaMA-Factory

LLaMA-Factory

hoshi-hiyouga

Categories

Categories

Computer Vision Features

Blob Detection & Analysis
Building Tools
Image Processing
Multiple Image Type Support
Reporting / Analytics Integration
Smart Camera Integration

Integrations

Claude
Cursor
GitHub
GitLab
Ideogram AI
Model Context Protocol (MCP)
PHP
Postman
Python

Integrations

Claude
Cursor
GitHub
GitLab
Ideogram AI
Model Context Protocol (MCP)
PHP
Postman
Python
Claim Ideogram 4.0 and update features and information
Claim Ideogram 4.0 and update features and information
Claim Ximilar and update features and information
Claim Ximilar and update features and information