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train: ui: added `Split image threshold` and `Split image overlap ratio` to preprocess

This commit is contained in:
Milly 2022-10-20 22:56:45 +09:00
parent 9681419e42
commit 85dd62c4c7
2 changed files with 19 additions and 7 deletions
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10
modules/textual_inversion/preprocess.py
View File

@ -12,7 +12,7 @@ if cmd_opts.deepdanbooru:
import modules.deepbooru as deepbooru import modules.deepbooru as deepbooru
def preprocess(process_src, process_dst, process_width, process_height, process_flip, process_split, process_caption, process_caption_deepbooru=False): def preprocess(process_src, process_dst, process_width, process_height, process_flip, process_split, process_caption, process_caption_deepbooru=False, split_threshold=0.5, overlap_ratio=0.2):
try: try:
if process_caption: if process_caption:
shared.interrogator.load() shared.interrogator.load()
@ -22,7 +22,7 @@ def preprocess(process_src, process_dst, process_width, process_height, process_
db_opts[deepbooru.OPT_INCLUDE_RANKS] = False db_opts[deepbooru.OPT_INCLUDE_RANKS] = False
deepbooru.create_deepbooru_process(opts.interrogate_deepbooru_score_threshold, db_opts) deepbooru.create_deepbooru_process(opts.interrogate_deepbooru_score_threshold, db_opts)
preprocess_work(process_src, process_dst, process_width, process_height, process_flip, process_split, process_caption, process_caption_deepbooru) preprocess_work(process_src, process_dst, process_width, process_height, process_flip, process_split, process_caption, process_caption_deepbooru, split_threshold, overlap_ratio)
finally: finally:
@ -34,13 +34,13 @@ def preprocess(process_src, process_dst, process_width, process_height, process_
def preprocess_work(process_src, process_dst, process_width, process_height, process_flip, process_split, process_caption, process_caption_deepbooru=False): def preprocess_work(process_src, process_dst, process_width, process_height, process_flip, process_split, process_caption, process_caption_deepbooru=False, split_threshold=0.5, overlap_ratio=0.2):
width = process_width width = process_width
height = process_height height = process_height
src = os.path.abspath(process_src) src = os.path.abspath(process_src)
dst = os.path.abspath(process_dst) dst = os.path.abspath(process_dst)
split_threshold = 0.5 split_threshold = max(0.0, min(1.0, split_threshold))
overlap_ratio = 0.2 overlap_ratio = max(0.0, min(0.9, overlap_ratio))
assert src != dst, 'same directory specified as source and destination' assert src != dst, 'same directory specified as source and destination'

16
modules/ui.py
View File

@ -1240,10 +1240,14 @@ def create_ui(wrap_gradio_gpu_call):
with gr.Row(): with gr.Row():
process_flip = gr.Checkbox(label='Create flipped copies') process_flip = gr.Checkbox(label='Create flipped copies')
process_split = gr.Checkbox(label='Split oversized images into two') process_split = gr.Checkbox(label='Split oversized images')
process_caption = gr.Checkbox(label='Use BLIP for caption') process_caption = gr.Checkbox(label='Use BLIP for caption')
process_caption_deepbooru = gr.Checkbox(label='Use deepbooru for caption', visible=True if cmd_opts.deepdanbooru else False) process_caption_deepbooru = gr.Checkbox(label='Use deepbooru for caption', visible=True if cmd_opts.deepdanbooru else False)
with gr.Row(visible=False) as process_split_extra_row:
process_split_threshold = gr.Slider(label='Split image threshold', value=0.5, minimum=0.0, maximum=1.0, step=0.05)
process_overlap_ratio = gr.Slider(label='Split image overlap ratio', value=0.2, minimum=0.0, maximum=0.9, step=0.05)
with gr.Row(): with gr.Row():
with gr.Column(scale=3): with gr.Column(scale=3):
gr.HTML(value="") gr.HTML(value="")
@ -1251,6 +1255,12 @@ def create_ui(wrap_gradio_gpu_call):
with gr.Column(): with gr.Column():
run_preprocess = gr.Button(value="Preprocess", variant='primary') run_preprocess = gr.Button(value="Preprocess", variant='primary')
process_split.change(
fn=lambda show: gr_show(show),
inputs=[process_split],
outputs=[process_split_extra_row],
)
with gr.Tab(label="Train"): with gr.Tab(label="Train"):
gr.HTML(value="<p style='margin-bottom: 0.7em'>Train an embedding; must specify a directory with a set of 1:1 ratio images</p>") gr.HTML(value="<p style='margin-bottom: 0.7em'>Train an embedding; must specify a directory with a set of 1:1 ratio images</p>")
with gr.Row(): with gr.Row():
@ -1327,7 +1337,9 @@ def create_ui(wrap_gradio_gpu_call):
process_flip, process_flip,
process_split, process_split,
process_caption, process_caption,
process_caption_deepbooru process_caption_deepbooru,
process_split_threshold,
process_overlap_ratio,
], ],
outputs=[ outputs=[
ti_output, ti_output,