add inpaint
Browse files
app.py
CHANGED
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@@ -50,7 +50,7 @@ def prepare_image_and_mask(
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return background, mask
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-
def
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image,
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padding_top=0,
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padding_bottom=0,
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@@ -79,6 +79,31 @@ def inpaint(
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return result
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def rmbg(image=None, url=None):
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if image is None:
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image = url
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@@ -102,6 +127,8 @@ def main(*args, progress=gr.Progress(track_tqdm=True)):
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if api_num == 1:
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return rmbg(*args)
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elif api_num == 2:
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return inpaint(*args)
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@@ -131,9 +158,25 @@ outpaint_tab = gr.Interface(
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api_name="outpainting",
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)
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demo = gr.TabbedInterface(
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[rmbg_tab, outpaint_tab],
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["remove background", "outpainting"],
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title="Utilities that require GPU",
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)
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return background, mask
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+
def outpaint(
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image,
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padding_top=0,
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padding_bottom=0,
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return result
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def inpaint(
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image,
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mask,
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prompt="",
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num_inference_steps=28,
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guidance_scale=50,
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):
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background = image.convert("RGB")
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mask = mask.convert("L")
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result = pipe(
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prompt=prompt,
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height=background.height,
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width=background.width,
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image=background,
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mask_image=mask,
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num_inference_steps=num_inference_steps,
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guidance_scale=guidance_scale,
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).images[0]
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result = result.convert("RGBA")
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return result
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def rmbg(image=None, url=None):
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if image is None:
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image = url
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if api_num == 1:
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return rmbg(*args)
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elif api_num == 2:
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return outpaint(*args)
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elif api_num == 3:
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return inpaint(*args)
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api_name="outpainting",
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)
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inpaint_tab = gr.Interface(
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fn=main,
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inputs=[
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gr.Number(3, visible=False),
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gr.Image(label="image"),
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gr.Image(label="mask"),
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gr.Text(label="prompt"),
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gr.Number(value=50, label="num_inference_steps"),
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gr.Number(value=28, label="guidance_scale"),
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],
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outputs=["image"],
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api_name="inpaint",
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examples=[[3, "./assets/rocket.png", "./assets/Inpainting mask.png"]],
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)
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demo = gr.TabbedInterface(
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[rmbg_tab, outpaint_tab, inpaint_tab],
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["remove background", "outpainting", "inpainting"],
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title="Utilities that require GPU",
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)
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