from diffusers import ControlNetModel, StableDiffusionControlNetPipeline
controlnet = ControlNetModel.from_pretrained("GeorgeQi/SDXL-Shadow_Generation")
pipe = StableDiffusionControlNetPipeline.from_pretrained(
"stabilityai/stable-diffusion-xl-base-1.0", controlnet=controlnet
)
- Prompt
- a product with soft natural shadow, white background
- Prompt
- a product with hard natural shadow, white background
- Prompt
- a product with floating natural shadow, white background
- Prompt
- a product with soft natural shadow, white background
- Prompt
- a product with hard natural shadow, white background
- Prompt
- a product with floating natural shadow, white background
- Prompt
- a product with soft natural shadow, white background
- Prompt
- a product with hard natural shadow, white background
- Prompt
- a product with floating natural shadow, white background
Inference
python3 generate_shadow_main.py
Gradio Demo
python3 app_shadow_generation_gradio.py
Training
Training was done using https://github.com/huggingface/diffusers/blob/main/examples/controlnet/train_controlnet_sdxl.py
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Base model
stabilityai/stable-diffusion-xl-base-1.0