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Merge pull request #8924 from kurilee/master
Add option "keep original size" to textual inversion images preprocess
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0e0e70c273
@ -11,7 +11,7 @@ from modules.shared import opts, cmd_opts
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from modules.textual_inversion import autocrop
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def preprocess(id_task, process_src, process_dst, process_width, process_height, preprocess_txt_action, process_flip, process_split, process_caption, process_caption_deepbooru=False, split_threshold=0.5, overlap_ratio=0.2, process_focal_crop=False, process_focal_crop_face_weight=0.9, process_focal_crop_entropy_weight=0.3, process_focal_crop_edges_weight=0.5, process_focal_crop_debug=False, process_multicrop=None, process_multicrop_mindim=None, process_multicrop_maxdim=None, process_multicrop_minarea=None, process_multicrop_maxarea=None, process_multicrop_objective=None, process_multicrop_threshold=None):
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def preprocess(id_task, process_src, process_dst, process_width, process_height, preprocess_txt_action, process_keep_original_size, process_flip, process_split, process_caption, process_caption_deepbooru=False, split_threshold=0.5, overlap_ratio=0.2, process_focal_crop=False, process_focal_crop_face_weight=0.9, process_focal_crop_entropy_weight=0.3, process_focal_crop_edges_weight=0.5, process_focal_crop_debug=False, process_multicrop=None, process_multicrop_mindim=None, process_multicrop_maxdim=None, process_multicrop_minarea=None, process_multicrop_maxarea=None, process_multicrop_objective=None, process_multicrop_threshold=None):
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try:
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if process_caption:
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shared.interrogator.load()
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@ -19,7 +19,7 @@ def preprocess(id_task, process_src, process_dst, process_width, process_height,
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if process_caption_deepbooru:
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deepbooru.model.start()
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preprocess_work(process_src, process_dst, process_width, process_height, preprocess_txt_action, process_flip, process_split, process_caption, process_caption_deepbooru, split_threshold, overlap_ratio, process_focal_crop, process_focal_crop_face_weight, process_focal_crop_entropy_weight, process_focal_crop_edges_weight, process_focal_crop_debug, process_multicrop, process_multicrop_mindim, process_multicrop_maxdim, process_multicrop_minarea, process_multicrop_maxarea, process_multicrop_objective, process_multicrop_threshold)
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preprocess_work(process_src, process_dst, process_width, process_height, preprocess_txt_action, process_keep_original_size, process_flip, process_split, process_caption, process_caption_deepbooru, split_threshold, overlap_ratio, process_focal_crop, process_focal_crop_face_weight, process_focal_crop_entropy_weight, process_focal_crop_edges_weight, process_focal_crop_debug, process_multicrop, process_multicrop_mindim, process_multicrop_maxdim, process_multicrop_minarea, process_multicrop_maxarea, process_multicrop_objective, process_multicrop_threshold)
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finally:
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@ -131,7 +131,7 @@ def multicrop_pic(image: Image, mindim, maxdim, minarea, maxarea, objective, thr
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return wh and center_crop(image, *wh)
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def preprocess_work(process_src, process_dst, process_width, process_height, preprocess_txt_action, process_flip, process_split, process_caption, process_caption_deepbooru=False, split_threshold=0.5, overlap_ratio=0.2, process_focal_crop=False, process_focal_crop_face_weight=0.9, process_focal_crop_entropy_weight=0.3, process_focal_crop_edges_weight=0.5, process_focal_crop_debug=False, process_multicrop=None, process_multicrop_mindim=None, process_multicrop_maxdim=None, process_multicrop_minarea=None, process_multicrop_maxarea=None, process_multicrop_objective=None, process_multicrop_threshold=None):
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def preprocess_work(process_src, process_dst, process_width, process_height, preprocess_txt_action, process_keep_original_size, process_flip, process_split, process_caption, process_caption_deepbooru=False, split_threshold=0.5, overlap_ratio=0.2, process_focal_crop=False, process_focal_crop_face_weight=0.9, process_focal_crop_entropy_weight=0.3, process_focal_crop_edges_weight=0.5, process_focal_crop_debug=False, process_multicrop=None, process_multicrop_mindim=None, process_multicrop_maxdim=None, process_multicrop_minarea=None, process_multicrop_maxarea=None, process_multicrop_objective=None, process_multicrop_threshold=None):
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width = process_width
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height = process_height
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src = os.path.abspath(process_src)
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@ -225,6 +225,10 @@ def preprocess_work(process_src, process_dst, process_width, process_height, pre
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print(f"skipped {img.width}x{img.height} image {filename} (can't find suitable size within error threshold)")
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process_default_resize = False
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if process_keep_original_size:
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save_pic(img, index, params, existing_caption=existing_caption)
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process_default_resize = False
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if process_default_resize:
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img = images.resize_image(1, img, width, height)
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save_pic(img, index, params, existing_caption=existing_caption)
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@ -1134,6 +1134,7 @@ def create_ui():
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preprocess_txt_action = gr.Dropdown(label='Existing Caption txt Action', value="ignore", choices=["ignore", "copy", "prepend", "append"], elem_id="train_preprocess_txt_action")
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with gr.Row():
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process_keep_original_size = gr.Checkbox(label='Keep original size', elem_id="train_process_keep_original_size")
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process_flip = gr.Checkbox(label='Create flipped copies', elem_id="train_process_flip")
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process_split = gr.Checkbox(label='Split oversized images', elem_id="train_process_split")
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process_focal_crop = gr.Checkbox(label='Auto focal point crop', elem_id="train_process_focal_crop")
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@ -1300,6 +1301,7 @@ def create_ui():
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process_width,
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process_height,
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preprocess_txt_action,
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process_keep_original_size,
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process_flip,
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process_split,
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process_caption,
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