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Add "Scale to" option to Extras

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This commit is contained in:
Justin Maier 2022-10-09 19:26:52 -06:00
parent 45fbd1c5fe
commit 6435691bb1
3 changed files with 50 additions and 19 deletions
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3
javascript/ui.js
View File

@ -101,7 +101,8 @@ function create_tab_index_args(tabId, args){
}
function get_extras_tab_index(){
return create_tab_index_args('mode_extras', arguments)
const [,,...args] = [...arguments]
return [get_tab_index('mode_extras'), get_tab_index('extras_resize_mode'), ...args]
}
function create_submit_args(args){

26
modules/extras.py
View File

@ -1,3 +1,4 @@
import math
import os
import numpy as np
@ -19,7 +20,7 @@ import gradio as gr
cached_images = {}
def run_extras(extras_mode, image, image_folder, gfpgan_visibility, codeformer_visibility, codeformer_weight, upscaling_resize, extras_upscaler_1, extras_upscaler_2, extras_upscaler_2_visibility):
def run_extras(extras_mode, resize_mode, image, image_folder, gfpgan_visibility, codeformer_visibility, codeformer_weight, upscaling_resize, upscaling_resize_w, upscaling_resize_h, upscaling_crop, extras_upscaler_1, extras_upscaler_2, extras_upscaler_2_visibility):
devices.torch_gc()
imageArr = []
@ -67,8 +68,23 @@ def run_extras(extras_mode, image, image_folder, gfpgan_visibility, codeformer_v
info += f"CodeFormer w: {round(codeformer_weight, 2)}, CodeFormer visibility:{round(codeformer_visibility, 2)}\n"
image = res
if resize_mode == 1:
upscaling_resize = max(upscaling_resize_w/image.width, upscaling_resize_h/image.height)
crop_info = " (crop)" if upscaling_crop else ""
info += f"Resize to: {upscaling_resize_w:g}x{upscaling_resize_h:g}{crop_info}\n"
def crop_upscaled_center(image, resize_w, resize_h):
left = int(math.ceil((image.width - resize_w) / 2))
right = image.width - int(math.floor((image.width - resize_w) / 2))
top = int(math.ceil((image.height - resize_h) / 2))
bottom = image.height - int(math.floor((image.height - resize_h) / 2))
image = image.crop((left, top, right, bottom))
return image
if upscaling_resize != 1.0:
def upscale(image, scaler_index, resize):
def upscale(image, scaler_index, resize, mode, resize_w, resize_h, crop):
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
@ -77,15 +93,17 @@ def run_extras(extras_mode, image, image_folder, gfpgan_visibility, codeformer_v
if c is None:
upscaler = shared.sd_upscalers[scaler_index]
c = upscaler.scaler.upscale(image, resize, upscaler.data_path)
if mode == 1 and crop:
c = crop_upscaled_center(c, resize_w, resize_h)
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)
res = upscale(image, extras_upscaler_1, upscaling_resize, resize_mode, upscaling_resize_w, upscaling_resize_h, upscaling_crop)
if extras_upscaler_2 != 0 and extras_upscaler_2_visibility > 0:
res2 = upscale(image, extras_upscaler_2, upscaling_resize)
res2 = upscale(image, extras_upscaler_2, upscaling_resize, resize_mode, upscaling_resize_w, upscaling_resize_h, upscaling_crop)
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)

12
modules/ui.py
View File

@ -903,7 +903,15 @@ def create_ui(wrap_gradio_gpu_call):
with gr.TabItem('Batch Process'):
image_batch = gr.File(label="Batch Process", file_count="multiple", interactive=True, type="file")
with gr.Tabs(elem_id="extras_resize_mode"):
with gr.TabItem('Scale by'):
upscaling_resize = gr.Slider(minimum=1.0, maximum=4.0, step=0.05, label="Resize", value=2)
with gr.TabItem('Scale to'):
with gr.Group():
with gr.Row():
upscaling_resize_w = gr.Number(label="Width", value=512)
upscaling_resize_h = gr.Number(label="Height", value=512)
upscaling_crop = gr.Checkbox(label='Crop to fit', value=True)
with gr.Group():
extras_upscaler_1 = gr.Radio(label='Upscaler 1', choices=[x.name for x in shared.sd_upscalers], value=shared.sd_upscalers[0].name, type="index")
@ -934,6 +942,7 @@ def create_ui(wrap_gradio_gpu_call):
fn=wrap_gradio_gpu_call(modules.extras.run_extras),
_js="get_extras_tab_index",
inputs=[
dummy_component,
dummy_component,
extras_image,
image_batch,
@ -941,6 +950,9 @@ def create_ui(wrap_gradio_gpu_call):
codeformer_visibility,
codeformer_weight,
upscaling_resize,
upscaling_resize_w,
upscaling_resize_h,
upscaling_crop,
extras_upscaler_1,
extras_upscaler_2,
extras_upscaler_2_visibility,