Generative AI for Fashion Clothes

(4/27) Updates: We've launched a free-to-use tool at Jinta.AI, a platform for image generation for custom products. This allows you to quickly achieve results without having to train Stable Diffusion models yourself. Sign up here.

Welcome to the exciting world where fashion meets generative AI! In this post, we're diving into how you can use this cutting-edge technology to create unique fashion designs, specifically through training a Stable Diffusion model. In the guide below, we'll explore the use of fashion clothes and demos. For a detailed training guide, please refer to our tutorial here.

Let's start with a practical example: imagine designing something as elegant as Tom Ford's Draped Silk Cape. We have single photo of product as seen below:

Original photo from Bergdorf Goodman

The process is surprisingly straightforward. You begin with a single image of the garment, ideally sourced online. To give the AI a well-rounded view, take multiple photos from different angles and zoom levels—aim for 25 varied shots to capture the essence of the piece.

Once you have your images, it's time to train the Stable Diffusion model. Don't worry if you're new to this; there's a step-by-step guide available here to help you through the process. Following these instructions, you'll create a custom model capable of generating innovative designs inspired by your original piece.

And there you have it—an AI-generated fashion piece that blends the classic appeal of Tom Ford with a fresh, creative twist. This is just the beginning of what's possible when you merge AI with fashion design.

Download example Lora: Model (Tom Ford's Dress SD 1.5)

Example prompts and photos here.

Prompt:

photograph of a full body of Fashion model, a woman, in white dress t0mford_dress, (full body:1.5), highly detailed and intricate, golden ratio, vibrant colors, hyper maximalist, futuristic, city background, luxury, elite, cinematic, fashion, depth of field, colorful, glow, trending on artstation, ultra high detail, ultra realistic, cinematic lighting, focused, 8k

<lora:t0mford_dress-step00002750:0.6>

RAW photo, subject, 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3

Negative prompt:

(deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime, mutated hands and fingers:1.4), (deformed, distorted, disfigured:1.3), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, disconnected limbs, mutation, mutated, ugly, disgusting, amputation, UnrealisticDream

If this piques your interest and you'd like to dive deeper or connect with others in this space, consider joining our Reddit group focused on Generative AI for Commerce. It's a great place to share ideas, get answers, and stay updated on the latest in AI-driven fashion. Thanks for reading, and happy designing!