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Diffstat (limited to 'modules/inspiration.py')
| -rw-r--r-- | modules/inspiration.py | 193 |
1 files changed, 193 insertions, 0 deletions
diff --git a/modules/inspiration.py b/modules/inspiration.py new file mode 100644 index 00000000..29cf8297 --- /dev/null +++ b/modules/inspiration.py @@ -0,0 +1,193 @@ +import os +import random +import gradio +from modules.shared import opts +inspiration_system_path = os.path.join(opts.inspiration_dir, "system") +def read_name_list(file, types=None, keyword=None): + if not os.path.exists(file): + return [] + ret = [] + f = open(file, "r") + line = f.readline() + while len(line) > 0: + line = line.rstrip("\n") + if types is not None: + dirname = os.path.split(line) + if dirname[0] in types and keyword in dirname[1].lower(): + ret.append(line) + else: + ret.append(line) + line = f.readline() + return ret + +def save_name_list(file, name): + name_list = read_name_list(file) + if name not in name_list: + with open(file, "a") as f: + f.write(name + "\n") + +def get_types_list(): + files = os.listdir(opts.inspiration_dir) + types = [] + for x in files: + path = os.path.join(opts.inspiration_dir, x) + if x[0] == ".": + continue + if not os.path.isdir(path): + continue + if path == inspiration_system_path: + continue + types.append(x) + return types + +def get_inspiration_images(source, types, keyword): + keyword = keyword.strip(" ").lower() + get_num = int(opts.inspiration_rows_num * opts.inspiration_cols_num) + if source == "Favorites": + names = read_name_list(os.path.join(inspiration_system_path, "faverites.txt"), types, keyword) + names = random.sample(names, get_num) if len(names) > get_num else names + elif source == "Abandoned": + names = read_name_list(os.path.join(inspiration_system_path, "abandoned.txt"), types, keyword) + names = random.sample(names, get_num) if len(names) > get_num else names + elif source == "Exclude abandoned": + abandoned = read_name_list(os.path.join(inspiration_system_path, "abandoned.txt"), types, keyword) + all_names = [] + for tp in types: + name_list = os.listdir(os.path.join(opts.inspiration_dir, tp)) + all_names += [os.path.join(tp, x) for x in name_list if keyword in x.lower()] + + if len(all_names) > get_num: + names = [] + while len(names) < get_num: + name = random.choice(all_names) + if name not in abandoned: + names.append(name) + else: + names = all_names + else: + all_names = [] + for tp in types: + name_list = os.listdir(os.path.join(opts.inspiration_dir, tp)) + all_names += [os.path.join(tp, x) for x in name_list if keyword in x.lower()] + names = random.sample(all_names, get_num) if len(all_names) > get_num else all_names + image_list = [] + for a in names: + image_path = os.path.join(opts.inspiration_dir, a) + images = os.listdir(image_path) + if len(images) > 0: + image_list.append((os.path.join(image_path, random.choice(images)), a)) + else: + print(image_path) + return image_list, names + +def select_click(index, name_list): + name = name_list[int(index)] + path = os.path.join(opts.inspiration_dir, name) + images = os.listdir(path) + return name, [os.path.join(path, x) for x in images], "" + +def give_up_click(name): + file = os.path.join(inspiration_system_path, "abandoned.txt") + save_name_list(file, name) + return "Added to abandoned list" + +def collect_click(name): + file = os.path.join(inspiration_system_path, "faverites.txt") + save_name_list(file, name) + return "Added to faverite list" + +def moveout_click(name, source): + if source == "Abandoned": + file = os.path.join(inspiration_system_path, "abandoned.txt") + elif source == "Favorites": + file = os.path.join(inspiration_system_path, "faverites.txt") + else: + return None + name_list = read_name_list(file) + os.remove(file) + with open(file, "a") as f: + for a in name_list: + if a != name: + f.write(a + "\n") + return f"Moved out {name} from {source} list" + +def source_change(source): + if source in ["Abandoned", "Favorites"]: + return gradio.update(visible=True), [] + else: + return gradio.update(visible=False), [] +def add_to_prompt(name, prompt): + name = os.path.basename(name) + return prompt + "," + name + +def clear_keyword(): + return "" + +def ui(gr, opts, txt2img_prompt, img2img_prompt): + with gr.Blocks(analytics_enabled=False) as inspiration: + flag = os.path.exists(opts.inspiration_dir) + if flag: + types = get_types_list() + flag = len(types) > 0 + else: + os.makedirs(opts.inspiration_dir) + if not flag: + gr.HTML(""" + <div align='center' width="50%"><h2>To activate inspiration function, you need get "inspiration" images first. </h2><br> + You can create these images by run "Create inspiration images" script in txt2img page, <br> you can get the artists or art styles list from here<br> + <a href="https://github.com/pharmapsychotic/clip-interrogator/tree/main/data">https://github.com/pharmapsychotic/clip-interrogator/tree/main/data</a><br> + download these files, and select these files in the "Create inspiration images" script UI<br> + There about 6000 artists and art styles in these files. <br>This takes server hours depending on your GPU type and how many pictures you generate for each artist/style + <br>I suggest at least four images for each<br><br><br> + <h2>You can also download generated pictures from here:</h2><br> + <a href="https://huggingface.co/datasets/yfszzx/inspiration">https://huggingface.co/datasets/yfszzx/inspiration</a><br> + unzip the file to the project directory of webui<br> + and restart webui, and enjoy the joy of creation!<br></div> + """) + return inspiration + if not os.path.exists(inspiration_system_path): + os.mkdir(inspiration_system_path) + with gr.Row(): + with gr.Column(scale=2): + inspiration_gallery = gr.Gallery(show_label=False, elem_id="inspiration_gallery").style(grid=opts.inspiration_cols_num, height='auto') + with gr.Column(scale=1): + types = gr.CheckboxGroup(choices=types, value=types) + with gr.Row(): + source = gr.Dropdown(choices=["All", "Favorites", "Exclude abandoned", "Abandoned"], value="Exclude abandoned", label="Source") + keyword = gr.Textbox("", label="Key word") + get_inspiration = gr.Button("Get inspiration", elem_id="inspiration_get_button") + name = gr.Textbox(show_label=False, interactive=False) + with gr.Row(): + send_to_txt2img = gr.Button('to txt2img') + send_to_img2img = gr.Button('to img2img') + collect = gr.Button('Collect') + give_up = gr.Button("Don't show again") + moveout = gr.Button("Move out", visible=False) + warning = gr.HTML() + style_gallery = gr.Gallery(show_label=False).style(grid=2, height='auto') + + + + with gr.Row(visible=False): + select_button = gr.Button('set button', elem_id="inspiration_select_button") + name_list = gr.State() + + get_inspiration.click(get_inspiration_images, inputs=[source, types, keyword], outputs=[inspiration_gallery, name_list]) + keyword.submit(fn=None, _js="inspiration_click_get_button", inputs=None, outputs=None) + source.change(source_change, inputs=[source], outputs=[moveout, style_gallery]) + source.change(fn=clear_keyword, _js="inspiration_click_get_button", inputs=None, outputs=[keyword]) + types.change(fn=clear_keyword, _js="inspiration_click_get_button", inputs=None, outputs=[keyword]) + + select_button.click(select_click, _js="inspiration_selected", inputs=[name, name_list], outputs=[name, style_gallery, warning]) + give_up.click(give_up_click, inputs=[name], outputs=[warning]) + collect.click(collect_click, inputs=[name], outputs=[warning]) + moveout.click(moveout_click, inputs=[name, source], outputs=[warning]) + moveout.click(fn=None, _js="inspiration_click_get_button", inputs=None, outputs=None) + + send_to_txt2img.click(add_to_prompt, inputs=[name, txt2img_prompt], outputs=[txt2img_prompt]) + send_to_img2img.click(add_to_prompt, inputs=[name, img2img_prompt], outputs=[img2img_prompt]) + send_to_txt2img.click(collect_click, inputs=[name], outputs=[warning]) + send_to_img2img.click(collect_click, inputs=[name], outputs=[warning]) + send_to_txt2img.click(None, _js='switch_to_txt2img', inputs=None, outputs=None) + send_to_img2img.click(None, _js="switch_to_img2img_img2img", inputs=None, outputs=None) + return inspiration |