Fusion Dress Designer

Trendy, Dark and Light Academia
NYC, Gothic
Minimalist, Business Causal
Grunge, Chic
Blue Chic, Tomboy

Inspiration

Me and my partner belong to different cultures and so we designed a fusion dress for our wedding outfit; the process was long and tedious. So I decided to create a Fusion Dress Designer using PartyRock by AWS so anyone can create their own fusion dress at a click of a button with AI without any code!

Mix of North Indian, South Indian styles in Red color

What it does

Fusion Dress Designer takes in Occasion, Color and Styles; it uses LLM to generate a description for the dress and a image for the dress is generated using a text-to-image model.

Mix of Trendy, Dark and Light Academia style in pink

How I built it

I researched different types of fashion styles, Experimented with different inputs like dress type by length, waistline, hemline etc. and finally settled on occasion, color and styles for inputs. Through trial and error found the right LLM for generating the dress description. Having no style preset for text-to-image model gave the best results for the dress image.

Mix of Minimalist, Business Casual in Blue

Challenges we ran into

Claude LLM generated elaborate description of the dress all of which were not represented in the text-to-image model (Stable Diffusion XL). So I changed the LLM model to Jurassic-2-Ultra for concise description of the dress, This resulted in better dress images but it wasn't sticking to the color input; I had to do prompt engineering to ensure that the color is being adhered to.

Mix of Grunge, Chic styles in Blue

Accomplishments that we're proud of

I'm proud of getting to learn PartyRock by AWS and being able to create a fun and useful application within the stipulated time frame of the hackathon.

Mix of Geeky, Chic, Tomboy styles in Blue

What we learned

I learnt that by using PartyRock we can create applications powered by Artificial Intelligence without any code. PartyRock is not just a playground, but a great prototyping tool for production AI applications using Amazon Bedrock.

Mix of Nyc, Gothic styles in Red