Amazon has launched the Titan Image Generator v2 AI model, which provides expanded capabilities for enterprise customers. The model is intended to ensure brand style and subject consistency. It is currently limited to select US regions that offer image conditioning, editing, preset colour palettes, and other features.
Amazon in its announcement said, “Today, we are announcing the general availability of the Amazon Titan Image Generator v2 model with new capabilities in Amazon Bedrock. With Amazon Titan Image Generator v2, you can guide image creation using reference images, edit existing visuals, remove backgrounds, generate image variations, and securely customise the model to maintain brand style and subject consistency. This powerful tool streamlines workflows, boosts productivity, and brings creative visions to life.”
Amazon Titan Generator v2 is currently available on Amazon Bedrock in the US East (North Virginia) and US West (Oregon) regions. To access Amazon Titan models, open the Amazon Bedrock console and select Model Access from the bottom left pane. For the most recent models, request access to Amazon Titan Image Generator G1 v2.
Amazon Titan Image Generator v2 introduces several new features, complementing all of the features of v1, including:
In This Article
Image conditioning
The Amazon Titan Image Generator offers two types of image conditioning: Canny edge and segmentation. Canny Edge extracts significant edges from a reference image and creates a map to help the generator through the generating process. This allows users to “draw” the foundations of their intended image, and the model will fill in details, textures, and the final aesthetic based on their instructions. Segmentation offers a finer level of control, allowing users to specify specific sections or objects within the image and instructing the generator to generate material corresponding to those selected regions. This provides fine control over the arrangement and depiction of characters, objects, and other essential elements. The image conditioning tool enables users to mould their works precisely and intentionally.
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Image guidance with colour palette
The Amazon Titan Image Generator v2 gives designers control over the colour palette of created images by including a list of hex codes beside the text prompt. This tool is very handy for companies creating photos that follow colour branding rules. The generator can also create an image using the provided hex colours and style from a reference image, ensuring that the resulting image reflects both the text prompt content and the colour scheme.
Background removal
Amazon Titan Image Generator v2 is a tool that automatically removes background from photographs with lots of stuff. It can be used to combine photographs with a solid colour backdrop or to layer them over another scene. The tool can intelligently recognise and divide several foreground objects, ensuring that complex scenes with overlapping features are separated. For example, the model can recognise an iguana as the dominant item and replace the woodland background with a translucent one, making the iguana shine.
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Subject consistency
The Amazon Titan model can be fine-tuned to retain a certain subject in generated photographs, allowing for their seamless integration into visually appealing scenarios. This can be accomplished through examining reference photographs to learn the particular properties of the chosen subject. Once fine-tuned, a written prompt can be provided, and the Amazon Titan Generator will generate photos with a consistent depiction of the subject, enabling a variety of inventive contexts in marketing, advertising, and visual storytelling.
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