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sd_save_intermediate_images
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save final image option

main
AlUlkesh 2023-01-21 23:04:58 +01:00
parent 0faf746f9e
commit 19a574702d
2 changed files with 69 additions and 18 deletions
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scripts/sd_save_intermediate_images.py
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@ -2,10 +2,12 @@ import logging
import os
import platform
import re
import shutil
import sys
from modules import paths
from modules import scripts
from modules import script_callbacks
from modules.processing import Processed, process_images, fix_seed, create_infotext
from modules.sd_samplers import KDiffusionSampler, sample_to_image
from modules.images import save_image, FilenameGenerator, get_next_sequence_number
@ -17,8 +19,8 @@ import gradio as gr; gr.__version__
orig_callback_state = KDiffusionSampler.callback_state
def make_video(p, ssii_is_active, ssii_intermediate_type, ssii_every_n, ssii_start_at_n, ssii_stop_at_n, ssii_video, ssii_video_format, ssii_video_fps, ssii_video_hires, ssii_smooth, ssii_seconds, ssii_debug):
if ssii_is_active and ssii_video and not state.skipped and not state.interrupted:
def make_video(p, ssii_is_active, ssii_final_save, ssii_intermediate_type, ssii_every_n, ssii_start_at_n, ssii_stop_at_n, ssii_video, ssii_video_format, ssii_video_fps, ssii_video_hires, ssii_smooth, ssii_seconds, ssii_debug):
if ssii_is_active and ssii_video and ((not state.skipped and not state.interrupted) or p.intermed_stopped):
logger = logging.getLogger(__name__)
# ffmpeg requires sequential numbers in filenames (that is exactly +1)
p.intermed_files.sort(key=lambda x: x[0])
@ -32,7 +34,7 @@ def make_video(p, ssii_is_active, ssii_intermediate_type, ssii_every_n, ssii_sta
path_name_org = os.path.join(p.intermed_outpath, name_org)
path_name_seq = os.path.join(p.intermed_outpath, name_seq)
os.replace(path_name_org, path_name_seq)
logger.debug(f"replace {path_name_org} / {path_name_seq}")
logger.debug(f"replace {filename_clean(path_name_org)} / {filename_clean(path_name_seq)}")
i = i + 1
prev_batch = batch_no
frames_per_image = i
@ -76,14 +78,25 @@ def make_video(p, ssii_is_active, ssii_intermediate_type, ssii_every_n, ssii_sta
)
ff.run()
# Back to original numbering
# Back to original numbering (reversed to not run into naming conflicts)
for (batch_no, name_org, name_seq) in reversed(p.intermed_files):
path_name_org = os.path.join(p.intermed_outpath, name_org)
path_name_seq = os.path.join(p.intermed_outpath, name_seq)
os.replace(path_name_seq, path_name_org)
logger.debug(f"replace {path_name_seq} / {path_name_org}")
logger.debug(f"replace {filename_clean(path_name_seq)} / {filename_clean(path_name_org)}")
return
def filename_clean(filename):
filename_cleaned = re.sub(r"[^\d/\\-]", "%", filename)
return filename_cleaned
def hr_check(p):
if hasattr(p, "enable_hr"):
hr = p.enable_hr
else:
hr = False
return hr
class Script(scripts.Script):
def title(self):
return "Save intermediate images during the sampling process"
@ -98,6 +111,10 @@ class Script(scripts.Script):
label="Save intermediate images",
value=False
)
ssii_final_save = gr.Checkbox(
label="Also save final image with intermediates",
value=False
)
with gr.Row():
ssii_intermediate_type = gr.Radio(
label="Type of images to be saved",
@ -160,7 +177,7 @@ class Script(scripts.Script):
)
with gr.Row():
gr.HTML('<div style="padding-bottom: 0.7em;"></div><div></div>')
return [ssii_is_active, ssii_intermediate_type, ssii_every_n, ssii_start_at_n, ssii_stop_at_n, ssii_video, ssii_video_format, ssii_video_fps, ssii_video_hires, ssii_smooth, ssii_seconds, ssii_debug]
return [ssii_is_active, ssii_final_save, ssii_intermediate_type, ssii_every_n, ssii_start_at_n, ssii_stop_at_n, ssii_video, ssii_video_format, ssii_video_fps, ssii_video_hires, ssii_smooth, ssii_seconds, ssii_debug]
def save_image_only_get_name(image, path, basename, seed=None, prompt=None, extension='png', info=None, short_filename=False, no_prompt=False, grid=False, pnginfo_section_name='parameters', p=None, existing_info=None, forced_filename=None, suffix="", save_to_dirs=None):
# for description see modules.images.save_image, same code up saving of files
@ -206,7 +223,7 @@ class Script(scripts.Script):
return (fullfn)
def process(self, p, ssii_is_active, ssii_intermediate_type, ssii_every_n, ssii_start_at_n, ssii_stop_at_n, ssii_video, ssii_video_format, ssii_video_fps, ssii_video_hires, ssii_smooth, ssii_seconds, ssii_debug):
def process(self, p, ssii_is_active, ssii_final_save, ssii_intermediate_type, ssii_every_n, ssii_start_at_n, ssii_stop_at_n, ssii_video, ssii_video_format, ssii_video_fps, ssii_video_hires, ssii_smooth, ssii_seconds, ssii_debug):
if ssii_is_active:
# Debug logging
@ -233,16 +250,19 @@ class Script(scripts.Script):
with open(cmd_opts.ui_settings_file, "r") as f:
logger.debug(f.read())
p.intermed_stopped = False
p.intermed_is_active = ssii_is_active
p.intermed_final_save = ssii_final_save
p.intermed_video = ssii_video
p.intermed_video_hires = ssii_video_hires
def callback_state(self, d):
"""
callback_state runs after each processing step
"""
current_step = d["i"]
if hasattr(p, "enable_hr"):
hr = p.enable_hr
else:
hr = False
hr = hr_check(p)
logger.debug("ssii_intermediate_type, ssii_every_n, ssii_start_at_n, ssii_stop_at_n, ssii_video, ssii_video_format, ssii_video_fps, ssii_video_hires, ssii_smooth, ssii_seconds, ssii_debug:")
logger.debug(f"{ssii_intermediate_type}, {ssii_every_n}, {ssii_start_at_n}, {ssii_stop_at_n}, {ssii_video}, {ssii_video_format}, {ssii_video_fps}, {ssii_video_hires}, {ssii_smooth}, {ssii_seconds}, {ssii_debug}")
@ -257,8 +277,11 @@ class Script(scripts.Script):
# Reset per-batch_count-attributes
delattr(p, "intermed_final_pass")
delattr(p, "intermed_max_step")
print("before #")
# Make video for previous batch_count
make_video(p, ssii_is_active, ssii_intermediate_type, ssii_every_n, ssii_start_at_n, ssii_stop_at_n, ssii_video, ssii_video_format, ssii_video_fps, ssii_video_hires, ssii_smooth, ssii_seconds, ssii_debug)
print("after #")
make_video(p, ssii_is_active, ssii_final_save, ssii_intermediate_type, ssii_every_n, ssii_start_at_n, ssii_stop_at_n, ssii_video, ssii_video_format, ssii_video_fps, ssii_video_hires, ssii_smooth, ssii_seconds, ssii_debug)
print("after make")
else:
p.intermed_batch_iter = p.iteration
@ -391,27 +414,55 @@ class Script(scripts.Script):
save_image(image, p.outpath_samples, "", intermed_seed, p.prompt, opts.samples_format, info=infotext, p=p)
if index == p.batch_size - 1:
# early stop for final seed and final pass reached, interrupt further processing
p.intermed_stopped = True
state.interrupt()
else:
# save intermediate image
save_image(image, p.intermed_outpath, "", info=infotext, p=p, forced_filename=filename, save_to_dirs=False)
filename_clean = re.sub(r"[^\d-]", "%", filename)
logger.debug(f"filename: {filename_clean}")
logger.debug(f"filename: {filename_clean(filename)}")
if ssii_video and ((hr and p.intermed_first_pass and ssii_video_hires == "1") or (hr and p.intermed_final_pass and ssii_video_hires == "2") or not hr):
p.intermed_files.append((index, filename + ".png", None))
else:
# save intermediate image
save_image(image, p.intermed_outpath, "", info=infotext, p=p, forced_filename=filename, save_to_dirs=False)
filename_clean = re.sub(r"[^\d-]", "%", filename)
logger.debug(f"filename: {filename_clean}")
logger.debug(f"filename: {filename_clean(filename)}")
if ssii_video and ((hr and p.intermed_first_pass and ssii_video_hires == "1") or (hr and p.intermed_final_pass and ssii_video_hires == "2") or not hr):
p.intermed_files.append((index, filename + ".png", None))
return orig_callback_state(self, d)
setattr(KDiffusionSampler, "callback_state", callback_state)
def postprocess(self, p, processed, ssii_is_active, ssii_intermediate_type, ssii_every_n, ssii_start_at_n, ssii_stop_at_n, ssii_video, ssii_video_format, ssii_video_fps, ssii_video_hires, ssii_smooth, ssii_seconds, ssii_debug):
def postprocess(self, p, processed, ssii_is_active, ssii_final_save, ssii_intermediate_type, ssii_every_n, ssii_start_at_n, ssii_stop_at_n, ssii_video, ssii_video_format, ssii_video_fps, ssii_video_hires, ssii_smooth, ssii_seconds, ssii_debug):
setattr(KDiffusionSampler, "callback_state", orig_callback_state)
# Make video for last batch_count
make_video(p, ssii_is_active, ssii_intermediate_type, ssii_every_n, ssii_start_at_n, ssii_stop_at_n, ssii_video, ssii_video_format, ssii_video_fps, ssii_video_hires, ssii_smooth, ssii_seconds, ssii_debug)
make_video(p, ssii_is_active, ssii_final_save, ssii_intermediate_type, ssii_every_n, ssii_start_at_n, ssii_stop_at_n, ssii_video, ssii_video_format, ssii_video_fps, ssii_video_hires, ssii_smooth, ssii_seconds, ssii_debug)
def handle_image_saved(params : script_callbacks.ImageSaveParams):
if hasattr(params.p, "intermed_is_active"):
# Copy final image to intermediates folder
if params.p.intermed_is_active and params.p.intermed_final_save:
directories = os.path.normpath(params.filename).split(os.sep)
if "intermediates" in directories:
params.p.intermed_lastfile = params.filename
else:
# Convert final file name to intermediates filename
file_last = os.path.basename(params.p.intermed_lastfile)
match1 = re.search(r'^(.*?)-(\d+)(.*)$', file_last)
new_number = str(int(match1.group(2)) + 1).zfill(3)
file_new = match1.group(1) + '-' + new_number + match1.group(3)
file_new_path = os.path.join(os.path.dirname(params.p.intermed_lastfile), file_new)
logger = logging.getLogger(__name__)
logger.debug(f"params.p.intermed_lastfile: {filename_clean(params.p.intermed_lastfile)}")
logger.debug(f"params.filename: {filename_clean(params.filename)}")
logger.debug(f"file_new_path: {filename_clean(file_new_path)}")
shutil.copy(params.filename, file_new_path)
# Add info for make video
hr = hr_check(params.p)
if params.p.intermed_video_hires and ((hr and params.p.intermed_video_hires == "2") or not hr):
intermed_files_last = params.p.intermed_files[-1]
params.p.intermed_files.append((intermed_files_last[0], file_new, None))
script_callbacks.on_image_saved(handle_image_saved)