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refactored the deepbooru module to improve speed on running multiple interogations in a row. Added the option to generate deepbooru tags for textual inversion preproccessing.

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This commit is contained in:
JC_Array
2022-10-09 23:58:18 -05:00
parent 45fbd1c5fe
commit 1f92336be7
3 changed files with 122 additions and 36 deletions
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22
modules/textual_inversion/preprocess.py
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@@ -3,11 +3,14 @@ from PIL import Image, ImageOps
import platform
import sys
import tqdm
import time
from modules import shared, images
from modules.shared import opts, cmd_opts
if cmd_opts.deepdanbooru:
import modules.deepbooru as deepbooru
def preprocess(process_src, process_dst, process_flip, process_split, process_caption):
def preprocess(process_src, process_dst, process_flip, process_split, process_caption, process_caption_deepbooru=False):
size = 512
src = os.path.abspath(process_src)
dst = os.path.abspath(process_dst)
@@ -24,10 +27,21 @@ def preprocess(process_src, process_dst, process_flip, process_split, process_ca
if process_caption:
shared.interrogator.load()
if process_caption_deepbooru:
deepbooru.create_deepbooru_process()
def save_pic_with_caption(image, index):
if process_caption:
caption = "-" + shared.interrogator.generate_caption(image)
caption = sanitize_caption(os.path.join(dst, f"{index:05}-{subindex[0]}"), caption, ".png")
elif process_caption_deepbooru:
shared.deepbooru_process_return["value"] = -1
shared.deepbooru_process_queue.put(image)
while shared.deepbooru_process_return["value"] == -1:
time.sleep(0.2)
caption = "-" + shared.deepbooru_process_return["value"]
caption = sanitize_caption(os.path.join(dst, f"{index:05}-{subindex[0]}"), caption, ".png")
shared.deepbooru_process_return["value"] = -1
else:
caption = filename
caption = os.path.splitext(caption)[0]
@@ -79,6 +93,10 @@ def preprocess(process_src, process_dst, process_flip, process_split, process_ca
if process_caption:
shared.interrogator.send_blip_to_ram()
if process_caption_deepbooru:
deepbooru.release_process()
def sanitize_caption(base_path, original_caption, suffix):
operating_system = platform.system().lower()
if (operating_system == "windows"):