Spaces:
Running
on
Zero
Running
on
Zero
noam
commited on
Commit
·
10f82aa
1
Parent(s):
34cd442
canceled general option to save space
Browse files
app.py
CHANGED
@@ -27,17 +27,17 @@ Paint by Inpaint: Learning to Add Image Objects by Removing Them First</a>
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description = """
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<p style="text-align: center;">
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Gradio demo for <strong>Paint by Inpaint: Learning to Add Image Objects by Removing Them First</strong>, visit our <a href='https://rotsteinnoam.github.io/Paint-by-Inpaint/' target='_blank'>project page</a>. <br>
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The demo
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</p>
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"""
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# Base models
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object_addition_base_model_id = "paint-by-inpaint/add-base"
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general_editing_base_model_id = "paint-by-inpaint/general-base"
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# MagicBrush finetuned models
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object_addition_finetuned_model_id = "paint-by-inpaint/add-finetuned-mb"
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general_editing_finetuned_model_id = "paint-by-inpaint/general-finetuned-mb"
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device = "cuda" if torch.cuda.is_available() else "cpu"
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dtype = torch.float16 if "cuda" in device else torch.float32
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@@ -49,8 +49,8 @@ def load_model(model_id):
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pipe_object_addition_base = load_model(object_addition_base_model_id)
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pipe_object_addition_finetuned = load_model(object_addition_finetuned_model_id)
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pipe_general_editing_base = load_model(general_editing_base_model_id)
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pipe_general_editing_finetuned = load_model(general_editing_finetuned_model_id)
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@spaces.GPU(duration=15)
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def generate(
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@@ -99,8 +99,9 @@ with gr.Blocks(css=".compact-box .gr-row { margin-bottom: 5px; } .compact-box .g
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</div>
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""".format(description=description))
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with gr.Tabs():
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with gr.Row():
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with gr.Column():
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input_image = gr.Image(label="Input Image", type="pil", interactive=True)
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@@ -116,7 +117,8 @@ with gr.Blocks(css=".compact-box .gr-row { margin-bottom: 5px; } .compact-box .g
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with gr.Group(elem_id="compact-box"):
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with gr.Row():
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with gr.Column():
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with gr.Row():
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@@ -130,6 +132,7 @@ with gr.Blocks(css=".compact-box .gr-row { margin-bottom: 5px; } .compact-box .g
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)
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with gr.Row():
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text_cfg_scale = gr.Number(value=7.5, label="Text CFG", interactive=True)
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image_cfg_scale = gr.Number(value=1.5, label="Image CFG", interactive=True)
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@@ -160,65 +163,65 @@ with gr.Blocks(css=".compact-box .gr-row { margin-bottom: 5px; } .compact-box .g
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outputs=[steps, randomize_seed, seed, text_cfg_scale, image_cfg_scale, edited_image],
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)
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with gr.Tab("General Editing"):
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gr.Markdown(help_text)
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description = """
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<p style="text-align: center;">
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Gradio demo for <strong>Paint by Inpaint: Learning to Add Image Objects by Removing Them First</strong>, visit our <a href='https://rotsteinnoam.github.io/Paint-by-Inpaint/' target='_blank'>project page</a>. <br>
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The demo involves two models: one trained for image object addition using the <a href='https://huggingface.co/datasets/paint-by-inpaint/PIPE' target='_blank'>PIPE dataset</a>, and another model further fine-tuned on the MagicBrush dataset.
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</p>
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"""
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# Base models
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object_addition_base_model_id = "paint-by-inpaint/add-base"
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# general_editing_base_model_id = "paint-by-inpaint/general-base"
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# MagicBrush finetuned models
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object_addition_finetuned_model_id = "paint-by-inpaint/add-finetuned-mb"
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# general_editing_finetuned_model_id = "paint-by-inpaint/general-finetuned-mb"
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device = "cuda" if torch.cuda.is_available() else "cpu"
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dtype = torch.float16 if "cuda" in device else torch.float32
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pipe_object_addition_base = load_model(object_addition_base_model_id)
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pipe_object_addition_finetuned = load_model(object_addition_finetuned_model_id)
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# pipe_general_editing_base = load_model(general_editing_base_model_id)
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# pipe_general_editing_finetuned = load_model(general_editing_finetuned_model_id)
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@spaces.GPU(duration=15)
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def generate(
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</div>
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""".format(description=description))
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# with gr.Tabs():
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# with gr.Tab("Object Addition"):
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if 1:
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with gr.Row():
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with gr.Column():
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input_image = gr.Image(label="Input Image", type="pil", interactive=True)
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with gr.Group(elem_id="compact-box"):
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with gr.Row():
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with gr.Column():
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steps = gr.Number(value=50, precision=0, label="Steps", interactive=True)
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with gr.Column():
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with gr.Row():
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)
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with gr.Row():
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text_cfg_scale = gr.Number(value=7.5, label="Text CFG", interactive=True)
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image_cfg_scale = gr.Number(value=1.5, label="Image CFG", interactive=True)
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outputs=[steps, randomize_seed, seed, text_cfg_scale, image_cfg_scale, edited_image],
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)
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# with gr.Tab("General Editing"):
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# with gr.Row():
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# with gr.Column():
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# input_image_editing = gr.Image(label="Input Image", type="pil", interactive=True)
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# instruction_editing = gr.Textbox(lines=1, label="Editing Instruction", interactive=True, max_lines=1, placeholder="Enter editing instruction here")
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# model_choice_editing = gr.Radio(
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# ["Base-Model", "Finetuned-MB-Model"],
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# value="Base-Model",
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# type="index",
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# label="Choose Model",
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# interactive=True,
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# )
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# with gr.Group(elem_id="compact-box"):
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# with gr.Row():
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# steps_editing = gr.Number(value=50, precision=0, label="Steps", interactive=True)
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# with gr.Column():
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# with gr.Row():
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# seed_editing = gr.Number(value=2024, precision=0, label="Seed", interactive=True)
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# randomize_seed_editing = gr.Radio(
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# ["Fix Seed", "Randomize Seed"],
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# value="Randomize Seed",
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# type="index",
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# show_label=False,
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# interactive=True,
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# )
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# with gr.Row():
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# text_cfg_scale_editing = gr.Number(value=7.5, label="Text CFG", interactive=True)
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# image_cfg_scale_editing = gr.Number(value=1.5, label="Image CFG", interactive=True)
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# with gr.Row():
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# generate_button_editing = gr.Button("Generate")
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# reset_button_editing = gr.Button("Reset")
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# with gr.Column():
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# edited_image_editing = gr.Image(label="Edited Image", type="pil", interactive=False)
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# generate_button_editing.click(
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# fn=lambda *args: generate(*args, task_type="general_editing"),
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# inputs=[
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# input_image_editing,
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# instruction_editing,
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# model_choice_editing,
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# steps_editing,
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# randomize_seed_editing,
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# seed_editing,
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# text_cfg_scale_editing,
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# image_cfg_scale_editing,
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# ],
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# outputs=[seed_editing, text_cfg_scale_editing, image_cfg_scale_editing, edited_image_editing],
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# )
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# reset_button_editing.click(
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# fn=reset,
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# inputs=[],
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# outputs=[steps_editing, randomize_seed_editing, seed_editing, text_cfg_scale_editing, image_cfg_scale_editing, edited_image_editing],
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# )
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gr.Markdown(help_text)
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