Spaces:
Runtime error
Runtime error
File size: 3,947 Bytes
8021e2e 6c0d858 61bbe53 6c0d858 f14200d 61bbe53 f14200d 61bbe53 babfe4f 2474e74 f14200d 61bbe53 f14200d 2474e74 f14200d 2474e74 f14200d 2474e74 f14200d bc1676d f14200d 2474e74 02dd2e1 11a775c f14200d 61bbe53 2474e74 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 |
import subprocess
result = subprocess.run(
['pip', 'install', 'https://gradio-main-build.s3.amazonaws.com/bebfb72b353a4280155cf7070441fc476ac10172/gradio-3.28.3-py3-none-any.whl'], check=True)
import gradio as gr
import os
from sam2edit import create_demo as create_demo_edit_anything
from sam2image import create_demo as create_demo_generate_anything
from sam2edit_beauty import create_demo as create_demo_beauty
from sam2edit_handsome import create_demo as create_demo_handsome
from sam2edit_lora import EditAnythingLoraModel, init_sam_model, init_blip_processor, init_blip_model
from huggingface_hub import hf_hub_download, snapshot_download
DESCRIPTION = f'''# [Edit Anything](https://github.com/sail-sg/EditAnything)
**Edit anything and keep the layout by segmenting anything in the image.**
'''
SHARED_UI_WARNING = f'''### [NOTE] Inference may be slow in this shared UI.
You can duplicate and use it with a paid private GPU.
<a class="duplicate-button" style="display:inline-block" target="_blank" href="https://huggingface.co/spaces/jyseo/3DFuse?duplicate=true"><img style="margin-top:0;margin-bottom:0" src="https://huggingface.co/datasets/huggingface/badges/raw/main/duplicate-this-space-xl-dark.svg" alt="Duplicate Space"></a>
'''
sam_generator, mask_predictor = init_sam_model()
blip_processor = init_blip_processor()
blip_model = init_blip_model()
sd_models_path = snapshot_download("shgao/sdmodels")
with gr.Blocks() as demo:
gr.Markdown(DESCRIPTION)
with gr.Tabs():
with gr.TabItem('🖌Edit Anything'):
model = EditAnythingLoraModel(base_model_path="stabilityai/stable-diffusion-2-inpainting",
controlmodel_name='LAION Pretrained(v0-4)-SD21',
lora_model_path=None, use_blip=True, extra_inpaint=False,
sam_generator=sam_generator,
mask_predictor=mask_predictor,
blip_processor=blip_processor,
blip_model=blip_model)
create_demo_edit_anything(model.process, model.process_image_click)
with gr.TabItem(' 👩🦰Beauty Edit/Generation'):
lora_model_path = hf_hub_download(
"mlida/Cute_girl_mix4", "cuteGirlMix4_v10.safetensors")
model = EditAnythingLoraModel(base_model_path=os.path.join(sd_models_path, "chilloutmix_NiPrunedFp32Fix"),
lora_model_path=lora_model_path, use_blip=True, extra_inpaint=True,
sam_generator=sam_generator,
mask_predictor=mask_predictor,
blip_processor=blip_processor,
blip_model=blip_model,
lora_weight=0.5,
)
create_demo_beauty(model.process, model.process_image_click)
# with gr.TabItem(' 👨🌾Handsome Edit/Generation'):
# model = EditAnythingLoraModel(base_model_path=os.path.join(sd_models_path, "Realistic_Vision_V2.0"),
# lora_model_path=None, use_blip=True, extra_inpaint=True,
# sam_generator=sam_generator,
# mask_predictor=mask_predictor,
# blip_processor=blip_processor,
# blip_model=blip_model)
# create_demo_handsome(model.process, model.process_image_click)
# with gr.TabItem('Generate Anything'):
# create_demo_generate_anything()
with gr.Tabs():
gr.Markdown(SHARED_UI_WARNING)
demo.queue(api_open=False).launch(server_name='0.0.0.0', share=False)
|