Spaces:
Running
on
Zero
Running
on
Zero
Delete main.py
Browse files
main.py
DELETED
|
@@ -1,50 +0,0 @@
|
|
| 1 |
-
import torch
|
| 2 |
-
from diffusers.utils import load_image, check_min_version
|
| 3 |
-
from controlnet_flux import FluxControlNetModel
|
| 4 |
-
from transformer_flux import FluxTransformer2DModel
|
| 5 |
-
from pipeline_flux_controlnet_inpaint import FluxControlNetInpaintingPipeline
|
| 6 |
-
|
| 7 |
-
check_min_version("0.30.2")
|
| 8 |
-
|
| 9 |
-
# Set image path , mask path and prompt
|
| 10 |
-
image_path='https://huggingface.co/alimama-creative/FLUX.1-dev-Controlnet-Inpainting-Alpha/resolve/main/images/bucket.png',
|
| 11 |
-
mask_path='https://huggingface.co/alimama-creative/FLUX.1-dev-Controlnet-Inpainting-Alpha/resolve/main/images/bucket_mask.jpeg',
|
| 12 |
-
prompt='a person wearing a white shoe, carrying a white bucket with text "FLUX" on it'
|
| 13 |
-
|
| 14 |
-
# Build pipeline
|
| 15 |
-
controlnet = FluxControlNetModel.from_pretrained("alimama-creative/FLUX.1-dev-Controlnet-Inpainting-Alpha", torch_dtype=torch.bfloat16)
|
| 16 |
-
transformer = FluxTransformer2DModel.from_pretrained(
|
| 17 |
-
"black-forest-labs/FLUX.1-dev", subfolder='transformer', torch_dytpe=torch.bfloat16
|
| 18 |
-
)
|
| 19 |
-
pipe = FluxControlNetInpaintingPipeline.from_pretrained(
|
| 20 |
-
"black-forest-labs/FLUX.1-dev",
|
| 21 |
-
controlnet=controlnet,
|
| 22 |
-
transformer=transformer,
|
| 23 |
-
torch_dtype=torch.bfloat16
|
| 24 |
-
).to("cuda")
|
| 25 |
-
pipe.transformer.to(torch.bfloat16)
|
| 26 |
-
pipe.controlnet.to(torch.bfloat16)
|
| 27 |
-
|
| 28 |
-
# Load image and mask
|
| 29 |
-
size = (768, 768)
|
| 30 |
-
image = load_image(image_path).convert("RGB").resize(size)
|
| 31 |
-
mask = load_image(mask_path).convert("RGB").resize(size)
|
| 32 |
-
generator = torch.Generator(device="cuda").manual_seed(24)
|
| 33 |
-
|
| 34 |
-
# Inpaint
|
| 35 |
-
result = pipe(
|
| 36 |
-
prompt=prompt,
|
| 37 |
-
height=size[1],
|
| 38 |
-
width=size[0],
|
| 39 |
-
control_image=image,
|
| 40 |
-
control_mask=mask,
|
| 41 |
-
num_inference_steps=28,
|
| 42 |
-
generator=generator,
|
| 43 |
-
controlnet_conditioning_scale=0.9,
|
| 44 |
-
guidance_scale=3.5,
|
| 45 |
-
negative_prompt="",
|
| 46 |
-
true_guidance_scale=3.5
|
| 47 |
-
).images[0]
|
| 48 |
-
|
| 49 |
-
result.save('flux_inpaint.png')
|
| 50 |
-
print("Successfully inpaint image")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|