train: ui: added `Split image threshold` and `Split image overlap ratio` to preprocess (85dd62c4) · Commits · github_fork / Stable Diffusion Webui

modules/textual_inversion/preprocess.py

+5 −5

Original line number	Diff line number	Diff line
		@@ -12,7 +12,7 @@ if cmd_opts.deepdanbooru:
		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:
		if process_caption:
		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
		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:

		@@ -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
		height = process_height
		src = os.path.abspath(process_src)
		dst = os.path.abspath(process_dst)
		split_threshold = 0.5
		overlap_ratio = 0.2
		split_threshold = max(0.0, min(1.0, split_threshold))
		overlap_ratio = max(0.0, min(0.9, overlap_ratio))

		assert src != dst, 'same directory specified as source and destination'

modules/ui.py

+14 −2

Original line number	Diff line number	Diff line
		@@ -1240,10 +1240,14 @@ def create_ui(wrap_gradio_gpu_call):

		with gr.Row():
		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_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.Column(scale=3):
		gr.HTML(value="")
		@@ -1251,6 +1255,12 @@ def create_ui(wrap_gradio_gpu_call):
		with gr.Column():
		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"):
		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():
		@@ -1327,7 +1337,9 @@ def create_ui(wrap_gradio_gpu_call):
		process_flip,
		process_split,
		process_caption,
		process_caption_deepbooru
		process_caption_deepbooru,
		process_split_threshold,
		process_overlap_ratio,
		],
		outputs=[
		ti_output,

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