What it does
- Generates Luxury Car Photos
How we built it
- Using Dreambooth Stable Diffusion
Challenges we ran into
- Insufficient RAM
- Unrealistic License Plates
Accomplishments that we're proud of
- Acquired great quality training data
- Upscaling of Photos
What we learned
- How to use Stable Diffusion to create images based on training images
What's next for Luxury Car Photo Generator
- Improve training data quality and quantity
- Create Pipeline to fit car in different locations depending on customer’s preference (sample case : Airbnb / Hotel host wants to have an advert with a Luxury Car in it)
- Try training humans into the car seats and surroundings and ensure it changes to vaguely fit input descriptions (e.g. outfits, hairstyles, builds etc)
- Train with combinations of two different models so that car designers can take inspiration from potential designs from AI generated fictitious cars.
- Train with various weather and ground conditions (e.g. for jeeps or other 4 wheel drives that market themselves for harsher driving conditions)
Built With
- colab
- python
