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alibidaran/
LORA_SDX-1.5-Fashion_inpainting

Name: LORA_SDX-1.5-Fashion_inpainting
Availability: InStock

text-to-image

menevseyup/sd-inpainting-dataset

stable-diffusion-v1-5/stable-diffusion-v1-5

finetune

apache-2.0

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This model is the inpainting version of SDX trained on inpainting fashion dataset.

The code below is for the direct usage and controlling the model for making a more cohesive image based on the given prompt.

python

from diffusers import StableDiffusionInpaintPipeline
pipe = StableDiffusionInpaintPipeline.from_pretrained(
    args.pretrained_model_name_or_path,
    torch_dtype=torch.float16
).to('cuda')
pipe.load_lora_weights("out/pytorch_lora_weights.safetensors")

def generate(pipeline, prompt,image,mask,seed):
    generator = torch.Generator(device='cuda').manual_seed(seed)
    return pipeline(prompt=prompt,image=image,mask_image=mask,num_inference_steps=50, generator=generator).images[0]
prmot=' black and white, patterned tank top with a relaxed fit, short sleeves, and an untucked style. The blouse is hip-length,  made of cotton, and has a crew neckline.'
generate(pipeline=pipe,prompt=prmot,image=sample['image'],mask=sample['mask'],seed=42)

alibidaran/LORA_SDX-1.5-Fashion_inpainting

alibidaran/
LORA_SDX-1.5-Fashion_inpainting