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README.md
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@@ -4,7 +4,7 @@ emoji: ππ¦
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colorFrom: red
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colorTo: indigo
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sdk: gradio
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sdk_version: 4.
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app_file: app.py
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pinned: false
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license: openrail
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colorFrom: red
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colorTo: indigo
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sdk: gradio
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sdk_version: 4.37.2
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app_file: app.py
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pinned: false
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license: openrail
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app.py
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@@ -102,35 +102,35 @@ def main():
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input_ban_tags,
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]
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translate_t2t_text_button.click(translate_prompt,
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generate_from_text_btn.click(
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predict_text_to_tags,
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input_general,
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],
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)
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copy_input_btn.click(compose_prompt_to_copy,
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gradio_copy_text,
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)
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generate_btn.click(
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parse_upsampling_output(v2.on_generate),
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*v2.input_components,
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],
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).
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convert_danbooru_to_e621_prompt,
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).
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insert_recom_prompt,
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).
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insert_recom_prompt,
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)
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copy_btn.click(gradio_copy_text,
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copy_btn_pony.click(gradio_copy_text,
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ui.launch()
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input_ban_tags,
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]
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translate_t2t_text_button.click(translate_prompt, [t2t_text], [t2t_text])
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generate_from_text_btn.click(
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predict_text_to_tags,
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[t2t_text, t2t_max_tokens, t2t_temperature, t2t_top_k, t2t_top_p, t2t_repeat_penalty],
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[
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input_general,
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],
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)
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copy_input_btn.click(compose_prompt_to_copy, [input_character, input_copyright, input_general], [input_tags_to_copy]).success(
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gradio_copy_text, [input_tags_to_copy], js=COPY_ACTION_JS,
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)
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generate_btn.click(
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parse_upsampling_output(v2.on_generate),
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[
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*v2.input_components,
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],
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[output_text, elapsed_time_md, copy_btn, copy_btn_pony],
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).success(
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convert_danbooru_to_e621_prompt, [output_text, tag_type], [output_text_pony],
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).success(
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insert_recom_prompt, [output_text, dummy_np, recom_animagine], [output_text, dummy_np],
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).success(
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insert_recom_prompt, [output_text_pony, dummy_np, recom_pony], [output_text_pony, dummy_np],
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)
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copy_btn.click(gradio_copy_text, [output_text], js=COPY_ACTION_JS)
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copy_btn_pony.click(gradio_copy_text, [output_text_pony], js=COPY_ACTION_JS)
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ui.launch()
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tagger.py
CHANGED
@@ -81,6 +81,14 @@ def character_list_to_series_list(character_list):
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return output_series_tag
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def danbooru_to_e621(dtag, e621_dict):
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def d_to_e(match, e621_dict):
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dtag = match.group(0)
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@@ -415,28 +423,24 @@ def predict_tags(image: Image.Image, general_threshold: float = 0.3, character_t
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results = {
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wd_model.config.id2label[i]: float(logit.float()) for i, logit in enumerate(logits)
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}
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# rating, character, general
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rating, character, general = postprocess_results(
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results, general_threshold, character_threshold
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)
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prompt = gen_prompt(
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list(rating.keys()), list(character.keys()), list(general.keys())
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)
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output_series_tag = ""
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output_series_list = character_list_to_series_list(character.keys())
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if output_series_list:
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output_series_tag = output_series_list[0]
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else:
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output_series_tag = ""
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return output_series_tag, ", ".join(character.keys()), prompt, gr.update(interactive=True),
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def predict_tags_wd(image: Image.Image, input_tags: str, algo: list[str], general_threshold: float = 0.3, character_threshold: float = 0.8):
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if
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return "", "", input_tags, gr.update(interactive=True),
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return predict_tags(image, general_threshold, character_threshold)
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return output_series_tag
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def select_random_character(series: str, character: str):
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from random import randrange
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character_list = list(anime_series_dict.keys())
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character = character_list[randrange(len(character_list) - 1)]
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series = anime_series_dict.get(character.split(",")[0].strip(), "")
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return series, character
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def danbooru_to_e621(dtag, e621_dict):
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def d_to_e(match, e621_dict):
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dtag = match.group(0)
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results = {
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wd_model.config.id2label[i]: float(logit.float()) for i, logit in enumerate(logits)
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}
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# rating, character, general
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rating, character, general = postprocess_results(
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results, general_threshold, character_threshold
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)
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prompt = gen_prompt(
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list(rating.keys()), list(character.keys()), list(general.keys())
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)
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output_series_tag = ""
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output_series_list = character_list_to_series_list(character.keys())
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if output_series_list:
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output_series_tag = output_series_list[0]
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else:
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output_series_tag = ""
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return output_series_tag, ", ".join(character.keys()), prompt, gr.update(interactive=True),
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def predict_tags_wd(image: Image.Image, input_tags: str, algo: list[str], general_threshold: float = 0.3, character_threshold: float = 0.8):
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if not "Use WD Tagger" in algo and len(algo) != 0:
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return "", "", input_tags, gr.update(interactive=True),
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return predict_tags(image, general_threshold, character_threshold)
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