Sunny Car Meets LoRA

Inspiration

Stable diffusion model is used in a wide range of areas, including image processing, medical imaging, etc. The LoRA model can be a useful tool for automating the hyperparameter tuning process and improving the performance of deep learning models.

What it does

Our model is adapted from various open-source notebooks to generate an image of a car on a cobbled road on a sunny day.

How we built it

Google Collab,

Challenges we encountered

• Insufficient GPU resources
• frequent disconnections
• Ran out of RAM

What we learned

Image Inpainting, Control Net, etc.

What's next for Sunny Car Meets LoRA by The REPLY List

-Pre-processing and post-processing with image inpainting algorithm -Implementing the PNDM scheduler into our model.

Built With

• google-cloud
• python
• pytorch