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Gainward777
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Parent(s):
199c895
Update app.py
Browse files
app.py
CHANGED
@@ -1,74 +1,9 @@
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from ui.gradio_ui import ui
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import spaces
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from sd import zerogpu_controller as controller
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from sd.utils.utils import *
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from utils.utils import sketch_process, prompt_preprocess
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#from sd.sd_controller import Controller
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#controller=Controller()
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MODELS_NAMES=["cagliostrolab/animagine-xl-3.1",
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"stabilityai/stable-diffusion-xl-base-1.0"]
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LORA_PATH='sd/lora/lora.safetensors'
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VAE=get_vae()
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CONTROLNET=get_controlnet()
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ADAPTER=get_adapter()
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SCHEDULER=get_scheduler(model_name=MODELS_NAMES[1])
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DETECTOR=get_detector()
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FIRST_PIPE=get_pipe(vae=VAE,
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model_name=MODELS_NAMES[0],
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controlnet=CONTROLNET,
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lora_path=LORA_PATH)
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SECOND_PIPE=get_pipe(vae=VAE,
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model_name=MODELS_NAMES[1],
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adapter=ADAPTER,
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scheduler=SCHEDULER)
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@spaces.GPU
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def get_first_result(img, prompt, negative_prompt,
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controlnet_scale=0.5, strength=1.0,n_steps=30,eta=1.0):
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substrate, resized_image = sketch_process(img)
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prompt=prompt_preprocess(prompt)
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result=FIRST_PIPE(image=substrate,
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control_image=resized_image,
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strength=strength,
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prompt=prompt,
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negative_prompt = negative_prompt,
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controlnet_conditioning_scale=float(controlnet_scale),
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generator=torch.manual_seed(0),
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num_inference_steps=n_steps,
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eta=eta)
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return result.images[0]
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@spaces.GPU
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def get_second_result(img, prompt, negative_prompt,
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g_scale=7.5, n_steps=25,
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adapter_scale=0.9, adapter_factor=1.0):
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preprocessed_img=DETECTOR(img,
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detect_resolution=1024,
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image_resolution=1024,
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apply_filter=True).convert("L")
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result=SECOND_PIPE(prompt=prompt,
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negative_prompt=negative_prompt,
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image=preprocessed_img,
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guidance_scale=g_scale,
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num_inference_steps=n_steps,
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adapter_conditioning_scale=adapter_scale,
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adapter_conditioning_factor=adapter_factor,
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generator = torch.manual_seed(42))
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return result.images[0]
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"""
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ui(controller)#get_first_result, get_second_result) #controller)
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from ui.gradio_ui import ui
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import spaces
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from sd import zerogpu_controller as controller
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from sd.utils.utils import *
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from utils.utils import sketch_process, prompt_preprocess
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#from sd.sd_controller import Controller
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#controller=Controller()
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ui(controller)
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