app.py

import gradio as gr
import os
import sys
from pathlib import Path

models = [
    {"name": "SDXL-base-1.0", "url": "stabilityai/stable-diffusion-xl-base-1.0"},
    {"name": "Dreamlike-photoreal-2.0", "url": "dreamlike-art/dreamlike-photoreal-2.0"},
    {"name": "Dreamlike-anime-1.0", "url": "dreamlike-art/dreamlike-anime-1.0"},
    {"name": "Dreamlike-diffusion-1.0", "url": "dreamlike-art/dreamlike-diffusion-1.0"},
    {"name": "Claudfuen 1", "url": "claudfuen/photorealistic-fuen-v1"},
    {"name": "Deliberate", "url": "Masagin/Deliberate"},
    {"name": "Dreamshaper", "url": "Lykon/DreamShaper"},
    {"name": "Realistic Vision 1.4", "url": "SG161222/Realistic_Vision_V1.4"},
    {"name": "Seek Art Mega", "url": "coreco/seek.art_MEGA"},
    {"name": "AmiIReal", "url": "stablediffusionapi/amireal"},
    {"name": "Analog Diffusion", "url": "wavymulder/Analog-Diffusion"},
    {"name": "Circulus 2.8", "url": "circulus/sd-photoreal-v2.8"},
    {"name": "Circulus Photoreal V2", "url": "circulus/sd-photoreal-real-v2"},
    {"name": "Collage Diffusion", "url": "wavymulder/collage-diffusion"},
    {"name": "Cyberrealistic", "url": "stablediffusionapi/cyberrealistic"},
    {"name": "Dreamful 2", "url": "Hius/DreamFul-V2"},
    {"name": "GakkiMix768", "url": "Sa1i/gakki-mix-768"},
    {"name": "Grimoeresigils", "url": "ECarbenia/grimoiresigils"},
    {"name": "HARDBlend", "url": "theintuitiveye/HARDblend"},
    {"name": "HassanBlend 1.4", "url": "hassanblend/hassanblend1.4"},
    {"name": "HassanBlend 1.5.1.2", "url": "hassanblend/HassanBlend1.5.1.2"},
    {"name": "Lomo Diffusion", "url": "wavymulder/lomo-diffusion"},
    {"name": "Model Shoot", "url": "wavymulder/modelshoot"},
    {"name": "Portrait Plus", "url": "wavymulder/portraitplus"},
    {"name": "QuinceMix", "url": "Hemlok/QuinceMix"},
    {"name": "The Ally", "url": "stablediffusionapi/the-ally"},
    {"name": "Timeless Diffusion", "url": "wavymulder/timeless-diffusion"},
    {"name": "UltraSkin", "url": "VegaKH/Ultraskin"},
    {"name": "Wavyfusion", "url": "wavymulder/wavyfusion"},
    {"name": "Anything Midjourney 4.1", "url": "Joeythemonster/anything-midjourney-v-4-1"},
    {"name": "Chaos and Order", "url": "Guizmus/SDArt_ChaosAndOrder768"},
    {"name": "Comic Diffusion", "url": "ogkalu/Comic-Diffusion"},
    {"name": "Cosmic Horros 768", "url": "Guizmus/SDArt_cosmichorrors768"},
    {"name": "Cosmic Horros", "url": "Guizmus/SDArt_cosmichorrors"},
    {"name": "DGSpitzer", "url": "DGSpitzer/DGSpitzer-Art-Diffusion"},
    {"name": "Dungeons and Diffusion", "url": "0xJustin/Dungeons-and-Diffusion"},
    {"name": "Elden Ring", "url": "nitrosocke/elden-ring-diffusion"},
    {"name": "Epic Diffusion 1.1", "url": "johnslegers/epic-diffusion-v1.1"},
    {"name": "Epic Diffusion", "url": "johnslegers/epic-diffusion"},
    {"name": "EpicMix Realism", "url": "Duskfallcrew/EpicMix_Realism"},
    {"name": "Fantasy Mix", "url": "theintuitiveye/FantasyMix"},
    {"name": "Girl New 1", "url": "Fred99774/girlnew1"},
    {"name": "Lit 6B", "url": "hakurei/lit-6B"},
    {"name": "Luna Diffusion", "url": "proximasanfinetuning/luna-diffusion"},
    {"name": "Midjourney 4.0", "url": "flax/midjourney-v4-diffusion"},
    {"name": "Midjourney 4.1", "url": "Joeythemonster/anything-midjourney-v-4-1"},
    {"name": "Mo-Di Diffusion", "url": "nitrosocke/mo-di-diffusion"},
    {"name": "Nitro Diffusion", "url": "nitrosocke/Nitro-Diffusion"},
    {"name": "Openjourney V2", "url": "prompthero/openjourney-v2"},
    {"name": "Openjourney", "url": "prompthero/openjourney"},
    {"name": "Something", "url": "Guizmus/SDArt_something"},
    {"name": "Spider Verse diffusion", "url": "nitrosocke/spider-verse-diffusion"},
    {"name": "Vintedois 1.0", "url": "22h/vintedois-diffusion-v0-1"},
    {"name": "Vintedois 2.0", "url": "22h/vintedois-diffusion-v0-2"},
    {"name": "❤ ART STYLES ==========", "url": "joachimsallstrom/Double-Exposure-Diffusion"},
    {"name": "Balloon Art", "url": "Fictiverse/Stable_Diffusion_BalloonArt_Model"},
    {"name": "Double Exposure Diffusion", "url": "joachimsallstrom/Double-Exposure-Diffusion"},
    {"name": "Fluid Art", "url": "Fictiverse/Stable_Diffusion_FluidArt_Model"},
    {"name": "GTA5 Artwork Diffusion", "url": "ItsJayQz/GTA5_Artwork_Diffusion"},
    {"name": "Marvel WhatIf Diffusion", "url": "ItsJayQz/Marvel_WhatIf_Diffusion"},
    {"name": "Naruto Diffuser", "url": "lambdalabs/sd-naruto-diffusers"},
    {"name": "Papercut", "url": "Fictiverse/Stable_Diffusion_PaperCut_Model"},
    {"name": "Pokemon Diffuser", "url": "lambdalabs/sd-pokemon-diffusers"},
    {"name": "Synthwave Punk 2", "url": "ItsJayQz/SynthwavePunk-v2"},
    {"name": "Valorant Diffusion", "url": "ItsJayQz/Valorant_Diffusion"},
    {"name": "Van Gogh Diffusion", "url": "dallinmackay/Van-Gogh-diffusion"},
    {"name": "Vectorartz Diffusion", "url": "coder119/Vectorartz_Diffusion"},
    {"name": "VoxelArt", "url": "Fictiverse/Stable_Diffusion_VoxelArt_Model"},
    {"name": "Picasso Diffusion", "url": "aipicasso/picasso-diffusion-1-1"},
    {"name": "Cool Japan 2.1.2", "url": "aipicasso/cool-japan-diffusion-2-1-2"},
    {"name": "Cool Japan 2.1.1", "url": "aipicasso/cool-japan-diffusion-2-1-1"},
    {"name": "Future Diffusion", "url": "nitrosocke/Future-Diffusion"},
    {"name": "JWST Deep Space Diffusion", "url": "dallinmackay/JWST-Deep-Space-diffusion"},
    {"name": "Robo Diffusion 3 Base", "url": "nousr/robo-diffusion-2-base"},
    {"name": "Robo Diffusion", "url": "nousr/robo-diffusion"},
    {"name": "Tron Legacy Diffusion", "url": "dallinmackay/Tron-Legacy-diffusion"},
    {"name": "Archer Diffusion", "url": "nitrosocke/archer-diffusion"},
    {"name": "Icomix 2", "url": "stablediffusionapi/icomix-2"},
    {"name": "DucHaiten Art", "url": "DucHaiten/DucHaitenAIart"},
    {"name": "DucHaiten ClassicAnime", "url": "DucHaiten/DH_ClassicAnime"},
    {"name": "DucHaiten DreamWorld", "url": "DucHaiten/DucHaitenDreamWorld"},
    {"name": "DucHaiten Journey", "url": "DucHaiten/DucHaitenJourney"},
    {"name": "DucHaiten StyleLikeMe", "url": "DucHaiten/DucHaiten-StyleLikeMe"},
    {"name": "DucHaiten SuperCute", "url": "DucHaiten/DucHaitenSuperCute"},
    {"name": "Redshift Diffusion 768", "url": "nitrosocke/redshift-diffusion-768"},
    {"name": "Redshift Diffusion", "url": "nitrosocke/redshift-diffusion"},
    {"name": "All 526", "url": "stablediffusionapi/all-526"},
    {"name": "All 526 animated", "url": "stablediffusionapi/all-526-animated"},
    {"name": "Circulus Semi Real 2", "url": "circulus/sd-photoreal-semi-v2"},
    {"name": "Semi Real Mix", "url": "robotjung/SemiRealMix"},
    {"name": "SpyBG", "url": "stablediffusionapi/spybg"},
    {"name": "Protogen X 5.8", "url": "darkstorm2150/Protogen_x5.8_Official_Release"},
    {"name": "Protogen 2.2", "url": "darkstorm2150/Protogen_v2.2_Official_Release"},
    {"name": "Protogen X 3.4", "url": "darkstorm2150/Protogen_x3.4_Official_Release"},
    {"name": "Stable Diffusion 1.4","url": "CompVis/stable-diffusion-v1-4"},
    {"name": "Stable Diffusion 1.5","url": "runwayml/stable-diffusion-v1-5"},
    {"name": "Stable Diffusion 2.1","url": "stabilityai/stable-diffusion-2-1"},
    {"name": "Stable Diffusion 2.1 Base","url": "stabilityai/stable-diffusion-2-1-base"},
    {"name": "Stable Diffusion 2.1 Unclip","url": "stabilityai/stable-diffusion-2-1-unclip"},
    {"name": "Never Ending Dream 2", "url": "luongphamit/NeverEnding-Dream2"},
    {"name": "NeverEnding-Dream", "url": "Lykon/NeverEnding-Dream"},
    {"name": "InkPunk Diffusion", "url": "Envvi/Inkpunk-Diffusion"},
    {"name": "Protogen Infinity", "url": "darkstorm2150/Protogen_Infinity_Official_Release"},
    {"name": "Rev Anim", "url": "stablediffusionapi/rev-anim"},
    {"name": "Rev Animated", "url": "coreml/coreml-ReV-Animated"},
]

current_model = models[0]

text_gen = gr.Interface.load("spaces/Omnibus/MagicPrompt-Stable-Diffusion_link") 

models2 = []
for model in models:
    model_url = f"models/{model['url']}"
    loaded_model = gr.Interface.load(model_url, live=True, preprocess=True)
    models2.append(loaded_model)


def text_it(inputs, text_gen=text_gen):
    return text_gen(inputs)


def set_model(current_model_index):
    global current_model
    current_model = models[current_model_index]
    return gr.update(value=f"{current_model['name']}")


def send_it(inputs, model_choice):
    proc = models2[model_choice]
    return proc(inputs)


with gr.Blocks() as myface:
    gr.HTML()

    with gr.Row():
        with gr.Tab("Эскизы"):
                gr.HTML("""
                <p style='font-weight: bold;text-align: center;font-size: large'>Magic Levitan_v1</p>
                
                """)
        with gr.Tab("Финальный мазок"):
            gr.HTML(f"""<title>Как использовать</title><div style="text-align: center; max-width: 1500px; margin: 0 auto;">
                <iframe src="https://mackorlab.github.io/spase/GFPGAN.html" width="100%" height="650" align="left">
                 Ваш браузер не поддерживает плавающие фреймы!
                </iframe>               
                """)
        with gr.Tab("Magic промт"):
            gr.HTML(f"""<title>Как использовать</title><div style="text-align: center; max-width: 1500px; margin: 0 auto;">
                <iframe src="https://mackorlab.github.io/spase/magic_pro.html" width="100%" height="650" align="left">
                 Ваш браузер не поддерживает плавающие фреймы!
                </iframe>               
                """)
        with gr.Tab("Как использовать"):
            gr.HTML(f"""<title>Как использовать</title><div style="text-align: center; max-width: 1500px; margin: 0 auto;">
                <h4>1. Добавьте вашу идею пейзажа 🖼 в соответствующее поле (не забывайте <b>перевести текст идеи</b> на английский)</h4>
                <h4>2. Далее по нажатию кнопки "Сгенерировать Magic промт" ИИ продолжит ваш текст и самостоятельно создаст разнообразные промты для каждого пейзажа</h4>
                <h4>3. Когда генерация промта будет завершена. выберите понравившуюся вам модель <b>Stable Diffusion</b> в разделе Палитра 🎨</h4>
                <h4>4. Нажмите кнопку "Создать пейзажи", дождитесь окончания генерации и наслаждайтесь великолепными изображениями </h4>
                <h4>5. Для новых итерации изображения, выберите другую модель или снова нажмите кнопку "Сгенерировать Magic промт"</h4></div>                
                """)
            
    

    with gr.Row():
        with gr.Row():
            input_text = gr.Textbox(label="Идея пейзажей 🖼",  placeholder="", lines=1)
            # Model selection dropdown
            model_name1 = gr.Dropdown(
                label="Палитра 🎨",
                choices=[m["name"] for m in models],
                type="index",
                value=current_model["name"],
                interactive=True,
            )
        with gr.Row():
            see_prompts = gr.Button("Сгенерировать Magic промты")
            run = gr.Button("Создать пейзажи", variant="primary")
    
    with gr.Row():
        output1 = gr.outputs.Image(type="numpy", label="Output (The whole image)")
        download1 = gr.outputs.File(label="Download the output image")
        output2 = gr.outputs.Image(type="numpy", label="Output (The whole image)")       
        download2 = gr.outputs.File(label="Download the output image")
        output3 = gr.outputs.Image(type="numpy", label="Output (The whole image)")        
        download3 = gr.outputs.File(label="Download the output image")
    with gr.Row():
        magic1 = gr.Textbox(label="Magic промт", lines=2)
        magic2 = gr.Textbox(label="Magic промт", lines=2)
        magic3 = gr.Textbox(label="Magic промт", lines=2)
    with gr.Row():
        output4 = gr.outputs.Image(type="numpy", label="Output (The whole image)")        
        download4 = gr.outputs.File(label="Download the output image")
        output5 = gr.outputs.Image(type="numpy", label="Output (The whole image)")        
        download5 = gr.outputs.File(label="Download the output image")
        output6 = gr.outputs.Image(type="numpy", label="Output (The whole image)")        
        download6 = gr.outputs.File(label="Download the output image")
    with gr.Row():
        magic4 = gr.Textbox(label="Magic промт", lines=2)
        magic5 = gr.Textbox(label="Magic промт", lines=2)
        magic6 = gr.Textbox(label="Magic промт", lines=2)

    model_name1.change(set_model, inputs=model_name1, outputs=[output1, output2, output3, output4, output5, output6])

    run.click(send_it, inputs=[magic1, model_name1], outputs=[output1])
    run.click(send_it, inputs=[magic2, model_name1], outputs=[output2])
    run.click(send_it, inputs=[magic3, model_name1], outputs=[output3])
    run.click(send_it, inputs=[magic4, model_name1], outputs=[output4])
    run.click(send_it, inputs=[magic5, model_name1], outputs=[output5])
    run.click(send_it, inputs=[magic6, model_name1], outputs=[output6])

    run.click(send_it, inputs=[magic1, model_name1], outputs=[download1])
    run.click(send_it, inputs=[magic2, model_name1], outputs=[download2])
    run.click(send_it, inputs=[magic3, model_name1], outputs=[download3])
    run.click(send_it, inputs=[magic4, model_name1], outputs=[download4])
    run.click(send_it, inputs=[magic5, model_name1], outputs=[download5])
    run.click(send_it, inputs=[magic6, model_name1], outputs=[download6])    

    see_prompts.click(text_it, inputs=[input_text], outputs=[magic1])
    see_prompts.click(text_it, inputs=[input_text], outputs=[magic2])
    see_prompts.click(text_it, inputs=[input_text], outputs=[magic3])
    see_prompts.click(text_it, inputs=[input_text], outputs=[magic4])
    see_prompts.click(text_it, inputs=[input_text], outputs=[magic5])
    see_prompts.click(text_it, inputs=[input_text], outputs=[magic6])

myface.queue(concurrency_count=200)
myface.launch(inline=True, show_api=False, max_threads=400)