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for all styles each batch will have the same style #13

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for all styles each batch will have the same style #13

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77 changes: 57 additions & 20 deletions scripts/StyleSelectorXL.py
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Original file line number Diff line number Diff line change
Expand Up @@ -120,6 +120,7 @@ def show(self, is_img2img):

def ui(self, is_img2img):
enabled = getattr(shared.opts, "enable_styleselector_by_default", True)
self.use_same_style_for_each_batch = getattr(shared.opts, "use_same_style_for_each_batch", True)
with gr.Group():
with gr.Accordion("SDXL Styles", open=enabled):
with FormRow():
Expand All @@ -135,8 +136,11 @@ def ui(self, is_img2img):

with FormRow():
with FormColumn(min_width=160):
info_batch = " Each batch (batch size) will have the same style"
if not self.use_same_style_for_each_batch:
info_batch = ""
allstyles = gr.Checkbox(
value=False, label="Generate All Styles In Order", info="To Generate Your Prompt in All Available Styles, Its Better to set batch count to " + str(len(self.styleNames)) + " ( Style Count)")
value=False, label="Generate All Styles In Order", info=f"To Generate Your Prompt in All Available Styles, set batch count to {len(self.styleNames)} (Style Count). {info_batch}")

style_ui_type = shared.opts.data.get(
"styles_ui", "radio-buttons")
Expand All @@ -155,10 +159,12 @@ def ui(self, is_img2img):
def process(self, p, is_enabled, randomize, randomizeEach, allstyles, style):
if not is_enabled:
return

if randomize:
style = random.choice(self.styleNames)
batchCount = len(p.all_prompts)

batchCount = p.n_iter
batchSize = p.batch_size

if(batchCount == 1):
# for each image in batch
Expand All @@ -169,23 +175,44 @@ def process(self, p, is_enabled, randomize, randomizeEach, allstyles, style):
negativePrompt = createNegative(style, prompt)
p.all_negative_prompts[i] = negativePrompt
if(batchCount > 1):
styles = {}
for i, prompt in enumerate(p.all_prompts):
if(randomize):
styles[i] = random.choice(self.styleNames)
else:
styles[i] = style
if(allstyles):
styles[i] = self.styleNames[i % len(self.styleNames)]
# for each image in batch
for i, prompt in enumerate(p.all_prompts):
positivePrompt = createPositive(
styles[i] if randomizeEach or allstyles else styles[0], prompt)
p.all_prompts[i] = positivePrompt
for i, prompt in enumerate(p.all_negative_prompts):
negativePrompt = createNegative(
styles[i] if randomizeEach or allstyles else styles[0], prompt)
p.all_negative_prompts[i] = negativePrompt

if randomizeEach:
for i, prompt in enumerate(p.all_prompts):
styleName = random.choice(self.styleNames)
p.all_prompts[i] = createPositive(styleName, prompt)
p.all_negative_prompts[i] = createNegative(
styleName, p.all_negative_prompts[i])

elif randomize:
styleName = random.choice(self.styleNames)
for i, prompt in enumerate(p.all_prompts):
p.all_prompts[i] = createPositive(styleName, prompt)
p.all_negative_prompts[i] = createNegative(
style, p.all_negative_prompts[i])

elif allstyles:
counter = 0
for i in range(0, len(p.all_prompts), batchSize if self.use_same_style_for_each_batch else 1):
# make sure to not go out of bounds
if counter >= len(self.styleNames):
counter = 0
styleName = self.styleNames[counter]
if self.use_same_style_for_each_batch:
for j in range(batchSize):
if i + j < len(p.all_prompts):
p.all_prompts[i + j] = createPositive(styleName, p.all_prompts[i + j])
p.all_negative_prompts[i + j] = createNegative(styleName, p.all_negative_prompts[i + j])
else:
p.all_prompts[i] = createPositive(styleName, p.all_prompts[i])
p.all_negative_prompts[i] = createNegative(styleName, p.all_negative_prompts[i])

counter += 1

else:
for i, prompt in enumerate(p.all_prompts):
p.all_prompts[i] = createPositive(style, prompt)
p.all_negative_prompts[i] = createNegative(
style, p.all_negative_prompts[i])

p.extra_generation_params["Style Selector Enabled"] = True
p.extra_generation_params["Style Selector Randomize"] = randomize
Expand Down Expand Up @@ -223,4 +250,14 @@ def on_ui_settings():
section=section
)
)

shared.opts.add_option(
"use_same_style_for_each_batch",
shared.OptionInfo(
True,
"use the same style for each batch",
gr.Checkbox,
section=section
)
)
script_callbacks.on_ui_settings(on_ui_settings)