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Update app.py
Browse files
app.py
CHANGED
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@@ -503,15 +503,16 @@ model_path = snapshot_download(
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token=huggingface_token, # type a new token-id.
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)
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-
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# Load pipeline
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controlnet = FluxControlNetModel.from_pretrained(
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"jasperai/Flux.1-dev-Controlnet-Upscaler", torch_dtype=torch.bfloat16
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).to(device)
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model_path, controlnet=controlnet, torch_dtype=torch.bfloat16
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)
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MAX_SEED = 1000000
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@@ -548,7 +549,8 @@ def process_input(input_image, upscale_factor):
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return input_image.resize((w, h)), w_original, h_original, was_resized
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MAX_PIXEL_BUDGET = 1024 * 1024
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@spaces.GPU
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def upscale(input_image, progress=gr.Progress(track_tqdm=True)):
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if input_image is None:
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@@ -563,7 +565,7 @@ def upscale(input_image, progress=gr.Progress(track_tqdm=True)):
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generator = torch.Generator(device=device).manual_seed(random.randint(0, MAX_SEED))
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gr.Info("Upscaling image to 4096x4096...")
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prompt="",
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image=control_image,
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controlnet_conditioning_scale=0.6,
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@@ -574,7 +576,8 @@ def upscale(input_image, progress=gr.Progress(track_tqdm=True)):
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generator=generator,
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).images[0]
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return
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with gr.Blocks(theme="Nymbo/Nymbo_Theme", css=css, delete_cache=(60, 3600)) as app:
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@@ -625,11 +628,18 @@ with gr.Blocks(theme="Nymbo/Nymbo_Theme", css=css, delete_cache=(60, 3600)) as a
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columns=4,
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elem_id="gallery"
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)
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with gr.Row():
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with gr.Accordion("Advanced Settings", open=False):
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@@ -689,6 +699,7 @@ with gr.Blocks(theme="Nymbo/Nymbo_Theme", css=css, delete_cache=(60, 3600)) as a
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outputs=history_gallery,
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)
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upscale_button.click(
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upscale,
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inputs=[result],
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token=huggingface_token, # type a new token-id.
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)
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# Load pipeline
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controlnet = FluxControlNetModel.from_pretrained(
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"jasperai/Flux.1-dev-Controlnet-Upscaler", torch_dtype=torch.bfloat16
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).to(device)
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pipe_controlnet = FluxControlNetPipeline.from_pretrained(
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model_path, controlnet=controlnet, torch_dtype=torch.bfloat16
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)
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pipe_controlnet.to(device)
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MAX_SEED = 1000000
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return input_image.resize((w, h)), w_original, h_original, was_resized
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MAX_PIXEL_BUDGET = 1024 * 1024
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@spaces.GPU
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def upscale(input_image, progress=gr.Progress(track_tqdm=True)):
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if input_image is None:
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generator = torch.Generator(device=device).manual_seed(random.randint(0, MAX_SEED))
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gr.Info("Upscaling image to 4096x4096...")
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upscaled_image = pipe_controlnet(
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prompt="",
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image=control_image,
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controlnet_conditioning_scale=0.6,
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generator=generator,
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).images[0]
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return [input_image, upscaled_image]
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with gr.Blocks(theme="Nymbo/Nymbo_Theme", css=css, delete_cache=(60, 3600)) as app:
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columns=4,
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elem_id="gallery"
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)
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with gr.Column():
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progress_bar = gr.Markdown(elem_id="progress", visible=False)
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result = ImageSlider(
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label="Generated Image",
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minimum=0,
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maximum=100,
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step=1,
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value=50,
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elem_id="result_slider"
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)
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with gr.Accordion("History", open=False):
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history_gallery = gr.Gallery(label="History", columns=6, object_fit="contain", interactive=False)
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with gr.Row():
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with gr.Accordion("Advanced Settings", open=False):
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outputs=history_gallery,
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)
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upscale_button.click(
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upscale,
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inputs=[result],
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