VisionForge - Generate and Refine Images with GenAI

Problem Statement

Generative AI (GenAI) has introduced new capabilities for faster content generation, including the creation of images from natural language prompts. While a lot of commercially available services already offer the possibility of generating images, the lack of control over the output image makes it difficult to use it as a readily available business solution and creates the need for more advanced and industry-specific products.

Our solution: VisionForge

Built on top of Bedrock and other AWS-native services, VisionForge is a GenAI-based product used to easily create, modify, and refine images from a user-friendly interface with natural language prompts and proper tuning parameters. It increases the state-of-the-art GenAI capabilities of image generation by including advanced output control options.

More specifically, our solution provides the following macro features:

• Text-to-image, with natural language prompts
• Image-to-image, to change single features while maintaining the rest unchanged
• Output control, like prompt strength and generation steps to influence the outcome

This approach not only gives more control over the initial output, but also allows to modify the style, color, appearance, or shape of a single element in the generated image while keeping the rest unchanged for advanced refinement. Additionally, custom features can be developed according to the specific use case and context in which the images are generated.

Example use cases for VisonForge include creating visual concepts for new product prototypes, social media content, product images for your website, proposals for your end customers, and many more.

VisionForge components and project plan

While the backbone of VisionForge architecture on is already defined, it is typically customized according to the specific needs. The project plan usually includes:

• Business case definition
• Architecture design with custom features
• End-to-end deployment of the needed AWS components on your account, including Bedrock integration
• Frontend user-friendly platform with an input field for prompts, tuning parameters, output preview, and dedicated features.

Outcomes

At the completion of VisionForge deployment, you will have a working platform implemented on your AWS account allowing your internal teams (both business and technical) to easily start generating visual representations of new products and concepts, strongly reducing the time-to-market.

Get Started With VisionForge

Submit a request to get started with an introductory session and demo on VisionForge while exploring the potential applications for your company. For any further questions, don’t hesitate to reach out at cloudengagement@ankercloud.com 

Why us?

Ankercloud is an AWS Advanced Partner with 80+ AWS Professional Certifications and 10+ AWS designations (competencies and delivery programs), with extensive Cloud, Data, DevOps, HPC, and ML experience. Bring us the next challenge!