Inspiration -
My inspiration for this project was to create an innovative and intuitive tool that could help people design beautiful homes with ease. I wanted to use the power of artificial intelligence to create aesthetically pleasing exteriors and interiors, while at the same time providing users with descriptions and visuals of their own vision. With Baith ul Ahsan, I have successfully created a platform that can take your ideas and bring them to life in a way that is both efficient and results-oriented.
What it does
Baith ul Ahsan is an AI-powered web app designed to help you create aesthetically pleasing exteriors and interiors for your home. It uses the Cohere language Command model to generate descriptions of the spaces, and Stable Diffusion algorithm to create relevant and appealing images. With Baith ul Ahsan, you can bring your vision to reality and elevate your interior design.
How we built it
At Baith ul Ahsan, we used a combination of natural language processing, NLP, and artificial intelligence to create an easy-to-use gradio web app that allows you to create stunning exteriors and interiors for your home. We used the Cohere language Command model to generate descriptions of exterior or interior of your home and the Stable Diffusion algorithm to generate relevant and appealing images. We then combined these two components to create a unique, aesthetically pleasing design for your home. With Baith ul Ahsan, you can quickly create an interior or exterior design that is sure to impress.
Challenges we ran into
One of the main challenges we faced in developing Baith ul Ahsan was creating a language command model that could generate descriptions of both exterior and interior designs, we worked with multiple shot prompt engineering techniques. We also experienced some difficulty in finding platform to host our solution . and to utlise on demand GPU services for our app was pain point we addressed
Accomplishments that we're proud of
I am proud to have created Baith ul Ahsan, a revolutionary web application that uses the power of artificial intelligence to create aesthetic exteriors and interiors. With the Cohere language Command model, it can generate descriptions of exterior or interior of your home and the Stable Diffusion algorithm creates relevant appealing images to bring your vision to life. I am also proud of the fact that I built Baith ul Ahsan solo team I agreed upon didn't wanted to work on weekend , so I had to do all the R&D and Make solution with the two powerful NLP models.
What we learned
What is learned is patience and hard work is they for success of any project , I learned the beauty and power of NLP models like Cohere and Stable diffusion , and prompt engineering was a good learning experience to try with with new NLP models to get exact desired output.
What's next for Interior Design tool powered by Generative & Cohere model
I am looking forward to building end to end android application , which enables end users like general public or interior designers or architects to redesign the workplace at the palm of their hand and buy the products or similar products which are visible in photo by generated app. And doing R&D on driving dimensions of interiors
Built With
- colab
- generativeart
- github
- huggingface
- natural-language-processing
- python
- stablediffusion
- transformer
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