|
|
|
import torch |
|
import os |
|
from huggingface_hub import HfApi |
|
from pathlib import Path |
|
from diffusers.utils import load_image |
|
from controlnet_aux import LineartAnimeDetector |
|
from transformers import CLIPTextModel |
|
|
|
from diffusers import ( |
|
ControlNetModel, |
|
StableDiffusionControlNetPipeline, |
|
UniPCMultistepScheduler, |
|
) |
|
import sys |
|
|
|
checkpoint = sys.argv[1] |
|
|
|
url = "https://static.wikia.nocookie.net/unanything/images/a/a0/Unnamed.png/revision/latest/scale-to-width-down/350?cb=20230326002111" |
|
image = load_image(url) |
|
|
|
prompt = "warrior girl" |
|
|
|
processor = LineartAnimeDetector.from_pretrained("lllyasviel/Annotators") |
|
image = processor(image) |
|
image.save("/home/patrick/images/check.png") |
|
|
|
text_encoder = CLIPTextModel.from_pretrained("Linaqruf/anything-v3.0", subfolder="text_encoder", num_hidden_layers=11, torch_dtype=torch.float16) |
|
|
|
controlnet = ControlNetModel.from_pretrained(checkpoint, torch_dtype=torch.float16) |
|
pipe = StableDiffusionControlNetPipeline.from_pretrained( |
|
"runwayml/stable-diffusion-v1-5", controlnet=controlnet, text_encoder=text_encoder, torch_dtype=torch.float16 |
|
) |
|
|
|
pipe.scheduler = UniPCMultistepScheduler.from_config(pipe.scheduler.config) |
|
pipe.enable_model_cpu_offload() |
|
|
|
generator = torch.manual_seed(33) |
|
out_image = pipe(prompt, num_inference_steps=25, generator=generator, image=image).images[0] |
|
|
|
path = os.path.join(Path.home(), "images", "aa.png") |
|
out_image.save(path) |
|
|
|
api = HfApi() |
|
|
|
api.upload_file( |
|
path_or_fileobj=path, |
|
path_in_repo=path.split("/")[-1], |
|
repo_id="patrickvonplaten/images", |
|
repo_type="dataset", |
|
) |
|
print("https://huggingface.co/datasets/patrickvonplaten/images/blob/main/aa.png") |
|
|
