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    Bria 2.3 Commercial Text-to-image

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    Sold by: Bria AI 
    Deployed on AWS
    Image generation model trained exclusively on licensed dataset, safe for commercial use with full legal liability coverage
    4.5

    Overview

    Bria 2.3 is a Text-to-Image generative AI model trained exclusively on licensed data and provided with full copyright and privacy infringement legal liability coverage. The model generates realistic images and art from text prompts. It supports image generation across domains like portraits, landscapes, products, etc. and for a variety of use cases like creating social media posts, marketing banners, products catalog enrichment, game concept art, etc. Choose Bria 2.3 for best balance between quality and speed. Consider our other model versions: Bria 2.3HD and Bria 2.3 Fast (also available on Amazon Sagemaker Jumpstart) for different preferences of latency and quality optimization.

    Highlights

    • Trained exclusively on the largest multi-source commercial-grade licensed dataset, Bria 2.3 is our most advanced model that offers enhanced generation capabilities for photorealistic as well as arts and illustrations. Bria's models were trained from scratch exclusively on licensed data from our esteemed data partners, including Getty Images, Alamy of the PA Media Group and Envato, boutique niche agencies, independent photographers and artists.
    • Bria 2.3 is safe for commercial use and provides full legal liability coverage for copyright and privacy infrigement and harmful content mitigation. In addition, having been trained on commercial-grade data, Bria models set new standards of safety, diversity, equity and inclusion. Our dataset does not represent copyrighted materials, such as fictional characters, logos or trademarks, public figures, harmful content or privacy infringing content. Generation of these concepts using our models is impractical.
    • Unlock the business value of visual generative AI with Bria 2.3 in the secure, scalable and managed Amazon SageMaker environment. Select the g5 instance types for moderate latency and throughput. Select the p4d instance type to achieve 2X improved latency from the g5 instance.

    Details

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    Pricing

    Bria 2.3 Commercial Text-to-image

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    Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
    Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator  to estimate your infrastructure costs.

    Usage costs (7)

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    Dimension
    Description
    Cost/host/hour
    ml.g4dn.2xlarge Inference (Batch)
    Recommended
    Model inference on the ml.g4dn.2xlarge instance type, batch mode
    $10.286
    ml.g5.2xlarge Inference (Real-Time)
    Recommended
    Model inference on the ml.g5.2xlarge instance type, real-time mode
    $10.286
    ml.g4dn.12xlarge Inference (Batch)
    Model inference on the ml.g4dn.12xlarge instance type, batch mode
    $41.143
    ml.p4de.24xlarge Inference (Real-Time)
    Model inference on the ml.p4de.24xlarge instance type, real-time mode
    $20.571
    ml.p4d.24xlarge Inference (Real-Time)
    Model inference on the ml.p4d.24xlarge instance type, real-time mode
    $20.571
    ml.g5.12xlarge Inference (Real-Time)
    Model inference on the ml.g5.12xlarge instance type, real-time mode
    $41.143
    ml.g5.48xlarge Inference (Real-Time)
    Model inference on the ml.g5.48xlarge instance type, real-time mode
    $82.286

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    no refunds, please use the free trial option to validate your needs

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    Usage information

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    Delivery details

    Amazon SageMaker model

    An Amazon SageMaker model package is a pre-trained machine learning model ready to use without additional training. Use the model package to create a model on Amazon SageMaker for real-time inference or batch processing. Amazon SageMaker is a fully managed platform for building, training, and deploying machine learning models at scale.

    Deploy the model on Amazon SageMaker AI using the following options:
    Deploy the model as an API endpoint for your applications. When you send data to the endpoint, SageMaker processes it and returns results by API response. The endpoint runs continuously until you delete it. You're billed for software and SageMaker infrastructure costs while the endpoint runs. AWS Marketplace models don't support Amazon SageMaker Asynchronous Inference. For more information, see Deploy models for real-time inference  .
    Deploy the model to process batches of data stored in Amazon Simple Storage Service (Amazon S3). SageMaker runs the job, processes your data, and returns results to Amazon S3. When complete, SageMaker stops the model. You're billed for software and SageMaker infrastructure costs only during the batch job. Duration depends on your model, instance type, and dataset size. AWS Marketplace models don't support Amazon SageMaker Asynchronous Inference. For more information, see Batch transform for inference with Amazon SageMaker AI  .
    Version release notes

    BRIA 2.3 model empowers users to create stunning images directly from textual prompts. This model allows for generating high-quality, photorealistic and artistic, images with a resolution of up to 1024x1024 pixels, supporting a variety of aspect ratios natively to accommodate diverse creative needs.

    Additional details

    Inputs

    Summary

    This model accepts JSON input aligned with the Bria REST API .

    Input MIME type
    application/json
    { "steps": 20, "prompt": "An apple", "eula_license_agreement": true, "seed": 42, "aspect_ratio": "16:9", "negative_prompt": "people" }
    https://github.com/Bria-AI/aws-jumpstart-examples/bria-v2.3

    Input data descriptions

    The following table describes supported input data fields for real-time inference and batch transform.

    Field name
    Description
    Constraints
    Required
    steps
    Number of diffusion steps to run.
    Default value: 30 Type: Integer Minimum: 20 Maximum: 50
    No
    seed
    Random noise seed (omit this option for a random seed)
    Default value: Random Type: Integer
    No
    prompt
    The prompt is used when generating the image. The prompt is a description of the desired image.
    Type: FreeText Limitations: The prompt is limited to 77 tokens and will be trimmed to fit.
    Yes
    negative_prompt
    The negative prompt is used when generating the image. The negative prompt is a description of what should not be included in the image.
    Default value: none Type: FreeText Limitations: The negative prompt is limited to 77 tokens and will be trimmed to fit.
    No
    aspect_ratio
    Aspect ratio of the resulting image
    Default value: 1:1 Type: FreeText Limitations: The following aspect ratio values are supported: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9
    No
    text_guidance_scale
    Determines how closely the generated image should adhere to the input text description. This parameter is optional.
    Default value: 5 Type: Integer Minimum: 1 Maximum: 10
    No

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    AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.

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    Ratings and reviews

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    4.5
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    1 external reviews
    External reviews are from PeerSpot .
    ZEESHAN ALI

    Visual campaigns and before–after imagery have boosted patient education and treatment confidence

    Reviewed on Apr 07, 2026
    Review provided by PeerSpot

    What is our primary use case?

    I usually use Bria Text-to-Image  for generating AI images, editing images, and adding and removing backgrounds for different dental campaigns, social awareness, and patient education purposes.

    For patient education, I can generate before and after treatment images using Bria Text-to-Image  and show those images to patients to demonstrate how they will look after treatment, even before performing the treatment itself. This gives patients confidence and helps them understand the expected results. In other cases, when running social or awareness campaigns regarding dental caries or dental sensitivity, I generate images using Bria Text-to-Image and post them on various channels such as WhatsApp, Instagram, and Facebook.

    I primarily use Bria Text-to-Image for editing and generating images and utilizing these images for patient awareness, social campaigns, and marketing purposes.

    Bria Text-to-Image helps create awareness among patients so they can understand what problems they are suffering from. When running any campaign to inform patients about different types of dental diseases, I generate images using Bria Text-to-Image and post them, which helps in creating awareness. Additionally, it helps in patient education by enabling me to generate before and after treatment images and show them to patients, enhancing their confidence about the treatment they are considering. It also helps me run different marketing campaigns by generating images for those purposes.

    The main benefit is that patient engagement and confidence increase when I show before and after treatment images generated by Bria Text-to-Image, which increases the likelihood that patients will pursue treatment. It also saves me time because instead of explaining everything verbally, I can easily show patients the before and after photos generated by Bria Text-to-Image.

    What is most valuable?

    The best feature that Bria Text-to-Image offers is its ease of editing and generating images. It follows the prompt very well and the images generated are exactly what I needed. There are many customization options available that I can use to generate images and utilize them for marketing and campaigning.

    Depending on which channel I am posting to, whether Instagram, WhatsApp, or Facebook, I can customize the image according to the size I need and the PPI required. These features and templates are readily available on Bria Text-to-Image. There are numerous templates available; whether I want to post on Facebook or Instagram, I can select a template accordingly. Another feature is that the images generated are very relevant and I do not have to worry about any copyright issues.

    What needs improvement?

    Some customization options and the user interface could be more user-friendly. Some customizations are at a developer level that I am not comfortable with or able to use. Those options could be made more non-technical so that small organizations or dental clinics can use them.

    These improvements are mainly needed because some features require very technical knowledge, which a small clinic like mine does not possess. I cannot hire someone external to maintain it, so it would be better if those options were simpler or if more onboarding tutorials or resources were provided so I could study and use those features effectively.

    For how long have I used the solution?

    I have been using Bria Text-to-Image for the last ten months.

    What do I think about the stability of the solution?

    Bria Text-to-Image is quite stable and a very reliable tool. It generates images, edits images, and adds and removes backgrounds very quickly and promptly.

    What do I think about the scalability of the solution?

    Bria Text-to-Image is quite scalable and can handle many prompts at once. It can edit and generate multiple images at one time. For a small organization like mine, it performs very well, does not lag, and the images generated are quite good. It can even generate multiple images for a single prompt.

    How are customer service and support?

    Customer support was very good and the team helped me with the setup and provided initial guidance.

    Which solution did I use previously and why did I switch?

    I previously used Canva and Midjourney , and I switched to Bria Text-to-Image because it is more refined and polished. The images generated by Bria Text-to-Image are more refined and professional-looking, while Canva and Midjourney  do not have as many customization options as Bria Text-to-Image. Bria Text-to-Image provides more customization options, and the images generated are more professional-looking and copyright-protected.

    I evaluated only Canva and Midjourney before choosing Bria Text-to-Image.

    How was the initial setup?

    The setup was quite straightforward and did not require much technical knowledge. The support team also helped with the setup. I created the account and started generating and editing images.

    What about the implementation team?

    Pricing is pay-as-you-go, depending on how many images I edit or generate, based on usage. The licensing is copyright-protected and compliant, making it very safe to use for commercial purposes.

    What was our ROI?

    Bria Text-to-Image helps in creating awareness and patient education. When I educate patients and they opt for treatment after seeing the images generated by the tool, it helps me get more revenue. Additionally, it helps me save time because I do not have to hire someone externally to create those images as Bria Text-to-Image generates them. I can use those images for marketing tools to attract more patients and increase revenue.

    What other advice do I have?

    I believe Bria Text-to-Image is the best AI tool available for generating and editing images for marketing purposes, campaigning, and education.

    My advice is that Bria Text-to-Image is one of the best tools available for generating AI images that are more professional-looking and refined, suitable for marketing purposes, patient education, and campaigns that can be utilized on different social media sites such as WhatsApp, Instagram, or Facebook. Organizations should opt for Bria Text-to-Image as it is one of the best tools available right now.

    Bria Text-to-Image comes with its own cloud-based infrastructure, so I just set up the account and was ready to go. This only required some API integration, which was quite straightforward. I would rate my overall experience with this product as nine out of ten.

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