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ca559d4
1
Parent(s):
1b68d22
General clean up
Browse files- geo_painting.py +1 -8
geo_painting.py
CHANGED
@@ -1,15 +1,13 @@
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import torch
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from diffusers import (
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StableDiffusionControlNetPipeline,
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UniPCMultistepScheduler,
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ControlNetModel
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)
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from diffusers.utils import load_image
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from PIL import Image
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class GeoPainting:
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DEFAULT_CONTROLNET_MODEL = "lllyasviel/control_v11f1p_sd15_depth"
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DEFAULT_DIFFUSER_MODEL = "geospatial_diffuser"
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@@ -25,16 +23,11 @@ class GeoPainting:
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)
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self.pipe.scheduler = UniPCMultistepScheduler.from_config(self.pipe.scheduler.config)
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if torch.cuda.is_available():
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print(":::::::CUDA AVAILABLE::GPU:HUGGINGFACE:::::::")
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self.pipe.enable_model_cpu_offload()
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self.pipe.enable_xformers_memory_efficient_attention()
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def generate_painting(self, input_promp, control_image):
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print(":::::::::::::::::")
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print(type(control_image))
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image = Image.fromarray(control_image.astype('uint8'))
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print(type(image))
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output = self.pipe(
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input_promp,
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image,
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import torch
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+
from PIL import Image
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from diffusers import (
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StableDiffusionControlNetPipeline,
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UniPCMultistepScheduler,
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ControlNetModel
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)
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class GeoPainting:
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DEFAULT_CONTROLNET_MODEL = "lllyasviel/control_v11f1p_sd15_depth"
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DEFAULT_DIFFUSER_MODEL = "geospatial_diffuser"
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)
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self.pipe.scheduler = UniPCMultistepScheduler.from_config(self.pipe.scheduler.config)
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if torch.cuda.is_available():
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self.pipe.enable_model_cpu_offload()
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self.pipe.enable_xformers_memory_efficient_attention()
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def generate_painting(self, input_promp, control_image):
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image = Image.fromarray(control_image.astype('uint8'))
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output = self.pipe(
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input_promp,
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image,
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