Spaces:
Sleeping
Sleeping
| title: Sdxl Thumbs Up | |
| emoji: 🐢 | |
| colorFrom: green | |
| colorTo: green | |
| sdk: streamlit | |
| sdk_version: 1.27.1 | |
| app_file: app.py | |
| pinned: false | |
| license: openrail | |
| Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference | |
| # Fine-tuning [Stable Diffusion XL](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) for custom face and thumbs up gesture | |
| Colab Notebook implementation of **LoRA** based Dreambooth technique, utilizing **Huggingface diffusers**, for fine-tuning the model to reliably predict thumbs up gesture with a custom face. | |
| ## Datasets | |
| Use the following links to download and view the thumbs-up and selfie images respectively | |
| 1. [Thumbs Up](https://www.dropbox.com/scl/fi/yye56ojn7aebbdf45u1nb/thumbs_up.zip?rlkey=ixu3srz5ks2ybgzl0056xree1&dl=0) | |
| 2. [Selfies](https://www.dropbox.com/scl/fi/8rdxsvyc3r6hf18b9u4gq/selfies.zip?rlkey=b7q6xn1wj90id2ix834wpwaa3&dl=0) | |
| ## Checkpoints | |
| 1. *lora-trained-thumbs-up-pw-0.5-steps-800* contains the weights for the model finetuned for the thumbs-up gesture | |
| 2. *lora-trained-thumbs-up-pw-0.5-steps-800-uttam-pw-0.5-steps-1600* contains the weights for the model finetuned for the custom face | |
| ## Results | |
| Here are some of the quantitative results | |
|  | |
| *trigger keyword:* **a photo of ug2146 giving thumbs up** | |
|  | |
| *trigger keyword:* + **in a joker costume** | |