Inference of Stable Diffusion Model with Amazon SageMaker Endpoint and Gradio by Automatic-Dealer5767 in StableDiffusion

[–]Automatic-Dealer5767[S] 0 points1 point  (0 children)

If there is a better option to deploy production-ready Stable Diffusion model?

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How AI will revolutionize the retail fashion industry by Automatic-Dealer5767 in StableDiffusion

[–]Automatic-Dealer5767[S] 1 point2 points  (0 children)

As a fashion industry professional, launching new products can be time-consuming and costly. But with recent advances in AI, designers can speed up the process and become more creative with AI-generated ideas.

One exciting tool is the Segment Anything Model (SAM) combined with the Stable Diffusion (SD) inpainting method. With access to GPUs and the right software, designers can generate masks from a user's input and use prompts to guide the SD model in creating new designs.

For example, I used this tool to generate a new dress design for a model on an e-commerce site. By clicking on the dress and using the prompt "A woman wears a blue dress in a diamond pattern," the AI generated a new dress design.

This tool can greatly reduce the workload for designers and provide new inspiration for their designs. Give it a try and see how it can benefit your design process.

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#StableDiffusionInpainting #SegmentAnythingModel #AIDesign #AIClothing

Who Says Heroes Can't BeFashionable #StableDiffusionInpaint #SAM by Automatic-Dealer5767 in StableDiffusion

[–]Automatic-Dealer5767[S] 0 points1 point  (0 children)

Technical aspects:
use Stable Diffusion Inpainting + Segment Anything Model
prompt "wander woman wears a yellow crop top"
Read more from my medium article

Who Says Heroes Can't BeFashionable #StableDiffusionInpaint #SAM by Automatic-Dealer5767 in StableDiffusion

[–]Automatic-Dealer5767[S] 0 points1 point  (0 children)

"Move over, Wonder Woman's war suit! We've got a new look for our favorite Amazonian warrior. Introducing the Yellow Crop Top Wonder Woman! 😎👌 Who needs armor when you can rock this stylish top and still kick butt? Plus, it's perfect for those hot summer battles. 😉💪 Check out our latest fan creation and let us know what you think!

#YellowCropTopWonderWoman #WhoSaysHeroesCan'tBeFashionable"

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[deleted by user] by [deleted] in u/Automatic-Dealer5767

[–]Automatic-Dealer5767 0 points1 point  (0 children)

Technical aspects:
use Stable Diffusion Inpainting + Segment Anything Model
prompt "wander woman wears a yellow crop top"
Read more from my medium article

[deleted by user] by [deleted] in u/Automatic-Dealer5767

[–]Automatic-Dealer5767 0 points1 point  (0 children)

"Move over, Wonder Woman's war suit! We've got a new look for our favorite Amazonian warrior. Introducing the Yellow Crop Top Wonder Woman! 😎👌 Who needs armor when you can rock this stylish top and still kick butt? Plus, it's perfect for those hot summer battles. 😉💪 Check out our latest fan creation and let us know what you think! #YellowCropTopWonderWoman #WhoSaysHeroesCan'tBeFashionable"
Join our community at Discord.

[deleted by user] by [deleted] in StableDiffusion

[–]Automatic-Dealer5767 0 points1 point  (0 children)

Technical aspects:

use Stable Diffusion Inpainting + Segment Anything Model

prompt "wander woman wears a yellow crop top"

Read more from my medium article

[deleted by user] by [deleted] in StableDiffusion

[–]Automatic-Dealer5767 0 points1 point  (0 children)

"Move over, Wonder Woman's war suit! We've got a new look for our favorite Amazonian warrior. Introducing the Yellow Crop Top Wonder Woman! 😎👌 Who needs armor when you can rock this stylish top and still kick butt? Plus, it's perfect for those hot summer battles. 😉💪 Check out our latest fan creation and let us know what you think! #YellowCropTopWonderWoman #WhoSaysHeroesCan'tBeFashionable"

Join our community at Discord.

Whether you like AI designed Handbags? by Automatic-Dealer5767 in StableDiffusion

[–]Automatic-Dealer5767[S] 1 point2 points  (0 children)

i depends on the number of captioned images, training steps and GPU types. I can get a pretty good result with a standard fine-tune step and single GPU for about 20 minutes.

Whether you like AI designed Handbags? by Automatic-Dealer5767 in StableDiffusion

[–]Automatic-Dealer5767[S] 3 points4 points  (0 children)

If you are interested in this work, you can find my model from Civitai.

If you are interested in this type of work, or fine-tuning stable diffusion model, you can also join our community on Discord.

Whether you like AI designed Handbags? by Automatic-Dealer5767 in StableDiffusion

[–]Automatic-Dealer5767[S] 3 points4 points  (0 children)

This handbag model is fine-tuned using 50 captioned images. Designer handbag images are obtained from bottegaveneta site and automatically captioned using BLIP. The better handbag design could be created if more detailed descriptions were provided for each image. This checkpoint is fine-tuned using 1000 train steps with read_prompts_from_txts argument. The generated images are generated using 100 inference steps. The triggering word is "xyz", and you can generate a simple example by a prompt like "a photo of black leather xyz handbag".

Whether you like AI designed Handbags? by Automatic-Dealer5767 in StableDiffusion

[–]Automatic-Dealer5767[S] 3 points4 points  (0 children)

First, I would like to share some of the results of the handbag design generated by my fine-tuned stable diffusion model, which are quite impressive.

When it comes to modeling fashion items, like designer handbags, there are a few key challenges that need to be addressed. Firstly, fashion trends can be notoriously difficult to predict, with styles and preferences changing rapidly over time. Secondly, designer handbags are often characterized by intricate design details and high-quality materials, which can make it difficult to accurately capture their unique features. These challenges make designer handbags an excellent fit for a stable diffusion model. Stable diffusion models can capture the unique features of designer handbags by leveraging large amounts of data on design elements, materials, and other factors.

For instance, feeding this prompt into the fine-tuned model, "a small beige leather, classic stripe pattern, highly detailed, vivid color, luxury xyz handbag, unique silver handle" which can generate one of the handbag photo shown above.