mirror of
https://github.com/AUTOMATIC1111/stable-diffusion-webui-rembg.git
synced 2026-01-26 19:29:59 +00:00
53 lines
1.6 KiB
Python
53 lines
1.6 KiB
Python
from fastapi import FastAPI, Body
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from modules.api.models import *
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from modules.api import api
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import gradio as gr
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import rembg
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# models = [
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# "None",
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# "u2net",
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# "u2netp",
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# "u2net_human_seg",
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# "u2net_cloth_seg",
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# "silueta",
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# ]
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def rembg_api(_: gr.Blocks, app: FastAPI):
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@app.post("/rembg")
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async def rembg_remove(
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input_image: str = Body("", title='rembg input image'),
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model: str = Body("u2net", title='rembg model'),
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return_mask: bool = Body(False, title='return mask'),
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alpha_matting: bool = Body(False, title='alpha matting'),
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alpha_matting_foreground_threshold: int = Body(240, title='alpha matting foreground threshold'),
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alpha_matting_background_threshold: int = Body(10, title='alpha matting background threshold'),
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alpha_matting_erode_size: int = Body(10, title='alpha matting erode size')
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):
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if not model or model == "None":
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return
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input_image = api.decode_base64_to_image(input_image)
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image = rembg.remove(
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input_image,
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session=rembg.new_session(model),
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only_mask=return_mask,
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alpha_matting=alpha_matting,
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alpha_matting_foreground_threshold=alpha_matting_foreground_threshold,
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alpha_matting_background_threshold=alpha_matting_background_threshold,
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alpha_matting_erode_size=alpha_matting_erode_size,
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)
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return {"image": api.encode_pil_to_base64(image).decode("utf-8")}
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try:
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import modules.script_callbacks as script_callbacks
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script_callbacks.on_app_started(rembg_api)
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except:
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pass
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