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- from PIL import Image
- import numpy as np
-
- from modules import scripts_postprocessing, codeformer_model
- import gradio as gr
-
- from modules.ui_components import FormRow
-
-
- class ScriptPostprocessingCodeFormer(scripts_postprocessing.ScriptPostprocessing):
- name = "CodeFormer"
- order = 3000
-
- def ui(self):
- with FormRow():
- codeformer_visibility = gr.Slider(minimum=0.0, maximum=1.0, step=0.001, label="CodeFormer visibility", value=0, elem_id="extras_codeformer_visibility")
- codeformer_weight = gr.Slider(minimum=0.0, maximum=1.0, step=0.001, label="CodeFormer weight (0 = maximum effect, 1 = minimum effect)", value=0, elem_id="extras_codeformer_weight")
-
- return {
- "codeformer_visibility": codeformer_visibility,
- "codeformer_weight": codeformer_weight,
- }
-
- def process(self, pp: scripts_postprocessing.PostprocessedImage, codeformer_visibility, codeformer_weight):
- if codeformer_visibility == 0:
- return
-
- restored_img = codeformer_model.codeformer.restore(np.array(pp.image, dtype=np.uint8), w=codeformer_weight)
- res = Image.fromarray(restored_img)
-
- if codeformer_visibility < 1.0:
- res = Image.blend(pp.image, res, codeformer_visibility)
-
- pp.image = res
- pp.info["CodeFormer visibility"] = round(codeformer_visibility, 3)
- pp.info["CodeFormer weight"] = round(codeformer_weight, 3)
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