diff options
Diffstat (limited to 'modules')
| -rw-r--r-- | modules/extras.py | 87 | ||||
| -rw-r--r-- | modules/images.py | 4 | ||||
| -rw-r--r-- | modules/ui.py | 1 |
3 files changed, 90 insertions, 2 deletions
diff --git a/modules/extras.py b/modules/extras.py new file mode 100644 index 00000000..6aeae6cb --- /dev/null +++ b/modules/extras.py @@ -0,0 +1,87 @@ +import numpy as np
+from PIL import Image
+
+from modules import processing, shared, images
+from modules.shared import opts
+import modules.gfpgan_model
+from modules.ui import plaintext_to_html
+import modules.codeformer_model
+
+cached_images = {}
+
+
+def run_extras(image, gfpgan_visibility, codeformer_visibility, codeformer_weight, upscaling_resize, extras_upscaler_1, extras_upscaler_2, extras_upscaler_2_visibility):
+ processing.torch_gc()
+
+ image = image.convert("RGB")
+ info = ""
+
+ outpath = opts.outdir_samples or opts.outdir_extras_samples
+
+ if gfpgan_visibility > 0:
+ restored_img = modules.gfpgan_model.gfpgan_fix_faces(np.array(image, dtype=np.uint8))
+ res = Image.fromarray(restored_img)
+
+ if gfpgan_visibility < 1.0:
+ res = Image.blend(image, res, gfpgan_visibility)
+
+ info += f"GFPGAN visibility:{round(gfpgan_visibility, 2)}\n"
+ image = res
+
+ if codeformer_visibility > 0:
+ restored_img = modules.codeformer_model.codeformer.restore(np.array(image, dtype=np.uint8), w=codeformer_weight)
+ res = Image.fromarray(restored_img)
+
+ if codeformer_visibility < 1.0:
+ res = Image.blend(image, res, codeformer_visibility)
+
+ info += f"CodeFormer w: {round(codeformer_weight, 2)}, CodeFormer visibility:{round(codeformer_visibility)}\n"
+ image = res
+
+ if upscaling_resize != 1.0:
+ def upscale(image, scaler_index, resize):
+ small = image.crop((image.width // 2, image.height // 2, image.width // 2 + 10, image.height // 2 + 10))
+ pixels = tuple(np.array(small).flatten().tolist())
+ key = (resize, scaler_index, image.width, image.height, gfpgan_visibility, codeformer_visibility, codeformer_weight) + pixels
+
+ c = cached_images.get(key)
+ if c is None:
+ upscaler = shared.sd_upscalers[scaler_index]
+ c = upscaler.upscale(image, image.width * resize, image.height * resize)
+ cached_images[key] = c
+
+ return c
+
+ info += f"Upscale: {round(upscaling_resize, 3)}, model:{shared.sd_upscalers[extras_upscaler_1].name}\n"
+ res = upscale(image, extras_upscaler_1, upscaling_resize)
+
+ if extras_upscaler_2 != 0 and extras_upscaler_2_visibility > 0:
+ res2 = upscale(image, extras_upscaler_2, upscaling_resize)
+ info += f"Upscale: {round(upscaling_resize, 3)}, visibility: {round(extras_upscaler_2_visibility, 3)}, model:{shared.sd_upscalers[extras_upscaler_2].name}\n"
+ res = Image.blend(res, res2, extras_upscaler_2_visibility)
+
+ image = res
+
+ while len(cached_images) > 2:
+ del cached_images[next(iter(cached_images.keys()))]
+
+ images.save_image(image, outpath, "", None, info=info, extension=opts.samples_format, short_filename=True, no_prompt=True, pnginfo_section_name="extras")
+
+ return image, plaintext_to_html(info), ''
+
+
+def run_pnginfo(image):
+ info = ''
+ for key, text in image.info.items():
+ info += f"""
+<div>
+<p><b>{plaintext_to_html(str(key))}</b></p>
+<p>{plaintext_to_html(str(text))}</p>
+</div>
+""".strip()+"\n"
+
+ if len(info) == 0:
+ message = "Nothing found in the image."
+ info = f"<div><p>{message}<p></div>"
+
+ return '', '', info
diff --git a/modules/images.py b/modules/images.py index c1a58013..26c399b6 100644 --- a/modules/images.py +++ b/modules/images.py @@ -243,7 +243,7 @@ def sanitize_filename_part(text): return text.replace(' ', '_').translate({ord(x): '' for x in invalid_filename_chars})[:128]
-def save_image(image, path, basename, seed=None, prompt=None, extension='png', info=None, short_filename=False, no_prompt=False):
+def save_image(image, path, basename, seed=None, prompt=None, extension='png', info=None, short_filename=False, no_prompt=False, pnginfo_section_name='parameters'):
# would be better to add this as an argument in future, but will do for now
is_a_grid = basename != ""
@@ -256,7 +256,7 @@ def save_image(image, path, basename, seed=None, prompt=None, extension='png', i if extension == 'png' and opts.enable_pnginfo and info is not None:
pnginfo = PngImagePlugin.PngInfo()
- pnginfo.add_text("parameters", info)
+ pnginfo.add_text(pnginfo_section_name, info)
else:
pnginfo = None
diff --git a/modules/ui.py b/modules/ui.py index d8c7e465..032c20ff 100644 --- a/modules/ui.py +++ b/modules/ui.py @@ -797,6 +797,7 @@ def create_ui(txt2img, img2img, run_extras, run_pnginfo): visit(txt2img_interface, loadsave, "txt2img")
visit(img2img_interface, loadsave, "img2img")
+ visit(extras_interface, loadsave, "extras")
if not error_loading and (not os.path.exists(ui_config_file) or settings_count != len(ui_settings)):
with open(ui_config_file, "w", encoding="utf8") as file:
|