aboutsummaryrefslogtreecommitdiff
path: root/scripts/postprocessing_gfpgan.py
diff options
context:
space:
mode:
Diffstat (limited to 'scripts/postprocessing_gfpgan.py')
-rw-r--r--scripts/postprocessing_gfpgan.py33
1 files changed, 33 insertions, 0 deletions
diff --git a/scripts/postprocessing_gfpgan.py b/scripts/postprocessing_gfpgan.py
new file mode 100644
index 00000000..d854f3f7
--- /dev/null
+++ b/scripts/postprocessing_gfpgan.py
@@ -0,0 +1,33 @@
+from PIL import Image
+import numpy as np
+
+from modules import scripts_postprocessing, gfpgan_model
+import gradio as gr
+
+from modules.ui_components import FormRow
+
+
+class ScriptPostprocessingGfpGan(scripts_postprocessing.ScriptPostprocessing):
+ name = "GFPGAN"
+ order = 2000
+
+ def ui(self):
+ with FormRow():
+ gfpgan_visibility = gr.Slider(minimum=0.0, maximum=1.0, step=0.001, label="GFPGAN visibility", value=0, elem_id="extras_gfpgan_visibility")
+
+ return {
+ "gfpgan_visibility": gfpgan_visibility,
+ }
+
+ def process(self, pp: scripts_postprocessing.PostprocessedImage, gfpgan_visibility):
+ if gfpgan_visibility == 0:
+ return
+
+ restored_img = gfpgan_model.gfpgan_fix_faces(np.array(pp.image, dtype=np.uint8))
+ res = Image.fromarray(restored_img)
+
+ if gfpgan_visibility < 1.0:
+ res = Image.blend(pp.image, res, gfpgan_visibility)
+
+ pp.image = res
+ pp.info["GFPGAN visibility"] = round(gfpgan_visibility, 3)