Duplicate from DGSpitzer/TXT-2-IMG-2-MUSIC-2-VIDEO

Co-authored-by: DGSpitzer <DGSpitzer@users.noreply.huggingface.co>

.gitattributes

@@ -0,0 +1,33 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,14 @@
+---
+title: Txt 2 Img 2 Music 2 Video
+emoji: ☯️🎨🎸🎞
+colorFrom: yellow
+colorTo: red
+sdk: gradio
+sdk_version: 3.8.2
+app_file: app.py
+pinned: false
+license: apache-2.0
+duplicated_from: DGSpitzer/TXT-2-IMG-2-MUSIC-2-VIDEO
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -0,0 +1,478 @@
+from PIL import Image
+import numpy as np
+import gradio as gr
+import paddlehub as hub
+import urllib
+import cv2
+
+import io
+from os import path
+from pydub import AudioSegment
+import moviepy.video.io.ImageSequenceClip
+from moviepy.editor import *
+import mutagen
+from mutagen.mp3 import MP3
+
+#text_to_img = gr.Blocks.load(name="spaces/DGSpitzer/ERNIE-ViLG", api_key = os.environ.get("hf"))
+text_to_img = gr.Blocks.load(name="spaces/PaddlePaddle/ERNIE-ViLG")
+img_to_text = gr.Blocks.load(name="spaces/pharma/CLIP-Interrogator")
+text_to_music = gr.Interface.load("spaces/fffiloni/text-2-music") 
+
+model = hub.Module(name='ernie_vilg', ak = os.environ.get("ak"), sk = os.environ.get("sk"))
+#model = hub.Module(name='ernie_vilg')
+language_translation_model = hub.Module(name='baidu_translate')
+language_recognition_model = hub.Module(name='baidu_language_recognition')
+
+style_list = ['古风', '油画', '水彩', '卡通', '二次元', '浮世绘', '蒸汽波艺术', 'low poly', '像素风格', '概念艺术', '未来主义', '赛博朋克', '写实风格', '洛丽塔风格', '巴洛克风格', '超现实主义', '探索无限']
+style_list_EN = ['Chinese Ancient Style', 'Oil painting', 'Watercolor', 'Cartoon', 'Anime', 'Ukiyoe', 'Vaporwave', 'low poly', 'Pixel Style', 'Conceptual Art', 'Futurism', 'Cyberpunk', 'Realistic style', 'Lolita style', 'Baroque style', 'Surrealism', '']
+
+tips = {"en": "Tips: The input text will be translated into Chinese for generation", 
+        "jp": "ヒント: 入力テキストは生成のために中国語に翻訳されます", 
+        "kor": "힌트: 입력 텍스트는 생성을 위해 중국어로 번역됩니다"}
+
+count = 0
+
+def translate_language_example(text_prompts, style_indx):
+    return translate_language(text_prompts)
+
+def translate_language(text_prompts):
+    global count
+    try:
+        count += 1
+        tips_text = None
+        language_code = language_recognition_model.recognize(text_prompts)
+        if language_code != 'zh':
+            text_prompts = language_translation_model.translate(text_prompts, language_code, 'zh')
+    except Exception as e:
+        error_text = str(e)
+        return {status_text:error_text, language_tips_text:gr.update(visible=False)}
+    if language_code in tips:
+        tips_text = tips[language_code]
+    else:
+        tips_text = tips['en']
+    if language_code == 'zh':
+        return {language_tips_text:gr.update(visible=False), translated_language:text_prompts, trigger_component: gr.update(value=count, visible=False)}
+    else:
+        return {language_tips_text:gr.update(visible=True, value=tips_text), translated_language:text_prompts, trigger_component:  gr.update(value=count, visible=False)}
+
+
+def get_result(text_prompts, style_indx):
+  #results = text_to_img(text_prompts, style_indx, fn_index=3)
+  print(text_prompts)
+  #results = text_to_img(text_prompts, text_prompts, fn_index=3)
+  print(style_indx)
+  try:
+    style = style_list[style_indx]
+      
+    #results = text_to_img(text_prompts, style_indx, fn_index=3)
+      
+    results = model.generate_image(
+        text_prompts=text_prompts, style=style, visualization=False, topk=1)
+  except Exception as e:
+    error_text = str(e)
+    return {video_result:None, status_text:error_text}
+  
+  #print("Ernie Vilg Output: " + str(results[:1]))
+  print("Ernie Vilg Output test: " + str(results))
+    
+  #image_output = results[:1]
+  image_output = results[:1]
+  
+  print("file name: " + image_output[0].filename)
+
+  # Encode your PIL Image as a JPEG without writing to disk
+  imagefile = "imageoutput.png"
+  #img_np = np.array(image_output[0])
+  #img_nparray= cv2.cvtColor(img_np, cv2.COLOR_BGR2RGBA)
+  #img_blue_correction = Image.fromarray(img_nparray)
+  #img_blue_correction.save(imagefile, img_blue_correction.format)
+  image_output[0].save(imagefile, image_output[0].format)
+
+  interrogate_prompt = img_to_text(imagefile, fn_index=1)[0]
+  print(interrogate_prompt)
+  music_output = get_music(interrogate_prompt + ", " + style_list_EN[style_indx])
+  
+  video_merged = merge_video(music_output, image_output)
+  return {video_result:video_merged, status_text:'Success'}
+
+def get_music(prompt):
+  
+  result = text_to_music(prompt, fn_index=0)
+  
+  print(f"""—————
+  NEW RESULTS
+  prompt : {prompt}
+  music : {result}
+  ———————
+  """)
+  
+  url = result
+  save_as = "file.mp3"
+  
+  data = urllib.request.urlopen(url)
+
+  f = open(save_as,'wb')
+  f.write(data.read())
+  f.close()
+  
+  #wave_file="file.wav"
+  
+  #sound = AudioSegment.from_mp3(save_as)
+  #sound.export(wave_file, format="wav")
+  
+  return save_as 
+  
+def merge_video(music, img_list):
+  #Convert to mp3   
+    #music.export("audio.mp3", format="mp3")
+    print('wav audio converted to mp3 audio' )
+    print('now getting duration of this mp3 audio' )
+    #getting audio clip's duration
+    audio_length = int(MP3(music).info.length)
+    print('Audio length is :',audio_length)
+    
+    file_name = 'video_no_audio.mp4'
+    fps = 12
+    slide_time = audio_length
+    fourcc = cv2.VideoWriter.fourcc(*'MJPG')
+    out = cv2.VideoWriter(file_name, fourcc, fps, (1024, 1024))
+    
+    for image in img_list:
+        cv_img = cv2.cvtColor(np.array(image), cv2.COLOR_RGB2BGR)
+        for _ in range(slide_time * fps):
+            #cv_img = cv2.resize(np.array(cv_img), (1024, 1024))
+            out.write(cv_img)
+
+    out.release()
+    
+    
+    #String a list of images into a video and write to memory
+    print('video clip created successfully from images') 
+        
+    # loading video file
+    print('Starting video and audio merge')
+    videoclip = VideoFileClip(file_name) #("/content/gdrive/My Drive/AI/my_video1.mp4")
+    print('loading video-clip')
+       
+    # loading audio file
+    audioclip = AudioFileClip(music) #.subclip(0, 15)
+    print('loading mp3-format audio')  
+    # adding audio to the video clip
+    mergedclip = videoclip.set_audio(audioclip)
+    print('video and audio merged successfully')  
+    
+    #Getting size and frame count of merged video file
+    print('Getting size and frame count of merged video file')
+    duration = mergedclip.duration
+    frame_count = mergedclip.fps 
+    print('duration is:',duration)
+    print('frame count :', frame_count)
+    mergedclip.to_videofile('mergedvideo.mp4')
+    return 'mergedvideo.mp4'
+
+title="文生图生音乐视频 Text to Image to Music to Video"
+
+description="An AI art generation pipeline, which supports text-to-image-to-music task."
+
+css = """
+        .gradio-container {
+            font-family: 'IBM Plex Sans', sans-serif;
+        }
+        .gr-button {
+            color: white;
+            border-color: black;
+            background: black;
+        }
+        input[type='range'] {
+            accent-color: black;
+        }
+        .dark input[type='range'] {
+            accent-color: #dfdfdf;
+        }
+        .container {
+            max-width: 730px;
+            margin: auto;
+            padding-top: 1.5rem;
+        }
+        #gallery {
+            min-height: 22rem;
+            margin-bottom: 15px;
+            margin-left: auto;
+            margin-right: auto;
+            border-bottom-right-radius: .5rem !important;
+            border-bottom-left-radius: .5rem !important;
+        }
+        #gallery>div>.h-full {
+            min-height: 20rem;
+        }
+        .details:hover {
+            text-decoration: underline;
+        }
+        .gr-button {
+            white-space: nowrap;
+        }
+        .gr-button:focus {
+            border-color: rgb(147 197 253 / var(--tw-border-opacity));
+            outline: none;
+            box-shadow: var(--tw-ring-offset-shadow), var(--tw-ring-shadow), var(--tw-shadow, 0 0 #0000);
+            --tw-border-opacity: 1;
+            --tw-ring-offset-shadow: var(--tw-ring-inset) 0 0 0 var(--tw-ring-offset-width) var(--tw-ring-offset-color);
+            --tw-ring-shadow: var(--tw-ring-inset) 0 0 0 calc(3px var(--tw-ring-offset-width)) var(--tw-ring-color);
+            --tw-ring-color: rgb(191 219 254 / var(--tw-ring-opacity));
+            --tw-ring-opacity: .5;
+        }
+        .footer {
+            margin-bottom: 45px;
+            margin-top: 35px;
+            text-align: center;
+            border-bottom: 1px solid #e5e5e5;
+        }
+        .footer>p {
+            font-size: .8rem;
+            display: inline-block;
+            padding: 0 10px;
+            transform: translateY(10px);
+            background: white;
+        }
+        .dark .footer {
+            border-color: #303030;
+        }
+        .dark .footer>p {
+            background: #0b0f19;
+        }
+        .prompt h4{
+            margin: 1.25em 0 .25em 0;
+            font-weight: bold;
+            font-size: 115%;
+        }
+"""
+
+block = gr.Blocks(css=css)
+
+examples = [
+    [
+        '蒙娜丽莎，赛博朋克，宝丽来，33毫米',
+        '蒸汽波艺术(Vaporwave)'
+    ],
+    [
+        '一条由闪电制成的令人敬畏的龙',
+        '概念艺术(Conceptual Art)'
+    ],
+    [
+        'An awesome dragon made of lightning',
+        '概念艺术(Conceptual Art)'
+    ],
+    [
+        '嫦娥在时代广场，戏曲',
+        '写实风格(Realistic style)'
+    ],
+    [
+        'Peking Opera at New York',
+        '探索无限(Explore infinity)'
+    ],
+    [
+        '古风少女',
+        '水彩(Watercolor)'
+    ],
+    [
+        '辐射游戏角色',
+         '探索无限(Explore infinity)'
+    ],
+    [
+        'Fallout game character',
+         '探索无限(Explore infinity)'
+    ],
+    [
+        'Traditional Chinese Painting',
+        '古风(Ancient Style)'
+    ],
+    [
+        '原神游戏截图，pixiv, 二次元绘画作品',
+        '二次元(Anime)'
+    ],
+    [
+        'Genshin Impact Game Screenshot, pixiv, Anime Painting Artworks',
+        '二次元(Anime)'
+    ],
+    [
+        '原神角色设定, 哪吒, pixiv, 二次元绘画',
+        '二次元(Anime)'
+    ],
+    [
+        'Genshin Impact Character Design, Harry Potter, pixiv, Anime Painting',
+        '二次元(Anime)'
+    ],
+    [
+        '巨狼，飘雪，蓝色大片烟雾，毛发细致，烟雾缭绕，高清，3d，cg感，侧面照',
+         '探索无限(Explore infinity)'
+    ],
+    [
+        '汉服少女，中国山水画，青山绿水，溪水长流，古风，科技都市，丹青水墨，中国风',
+         '赛博朋克(Cyberpunk)'
+    ],
+    [
+        '戴着墨镜的赛博朋克女孩肖像，在夕阳下的城市中, 油画风格',
+        '赛博朋克(Cyberpunk)'
+    ],
+    [
+        'Portrait of a cyberpunk girl with sunglasses, in the city sunset, oil painting',
+        '赛博朋克(Cyberpunk)'
+    ],
+    [
+        '暗黑破坏神',
+         '探索无限(Explore infinity)'
+    ],
+    [
+        '火焰，凤凰，少女，未来感，高清，3d，精致面容，cg感，古风，唯美，毛发细致，上半身立绘',
+         '探索无限(Explore infinity)'
+    ],
+    [
+        '浮世绘日本科幻哑光绘画，概念艺术，动漫风格神道寺禅园英雄动作序列，包豪斯',
+         '探索无限(Explore infinity)'
+    ],
+    [
+        '一只猫坐在椅子上，戴着一副墨镜,海盗风格',
+        '探索无限(Explore infinity)'
+    ],
+    [
+        '稲妻で作られた畏敬の念を抱かせる竜、コンセプトアート',
+        '油画(Oil painting)'
+    ],
+    [
+        '번개로 만든 경외스러운 용, 개념 예술',
+        '油画(Oil painting)'
+    ],
+    [
+        '梵高猫头鹰',
+        '蒸汽波艺术(Vaporwave)'
+    ],
+    [
+        '萨尔瓦多·达利描绘古代文明的超现实主义梦幻油画',
+        '写实风格(Realistic style)'
+    ],
+    [
+        '夕阳日落时，阳光落在云层上，海面波涛汹涌，风景，胶片感',
+        '探索无限(Explore infinity)'
+    ],
+    [
+        'Sunset, the sun falls on the clouds, the sea is rough, the scenery is filmy',
+        '油画(Oil painting)'
+    ],
+    [
+        '夕日が沈むと、雲の上に太陽の光が落ち、海面は波が荒く、風景、フィルム感',
+        '油画(Oil painting)'
+    ],
+    [
+        '석양이 질 때 햇빛이 구름 위에 떨어지고, 해수면의 파도가 용솟음치며, 풍경, 필름감',
+        '油画(Oil painting)'
+    ],
+]
+
+with block:
+    gr.HTML(
+        """
+            <div style="text-align: center; max-width: 650px; margin: 0 auto;">
+              <div
+                style="
+                  display: inline-flex;
+                  gap: 0.8rem;
+                  font-size: 1.75rem;
+                  margin-bottom: 10px;
+                  margin-left: 220px;
+                  justify-content: center;
+                "
+              >
+              </div> 
+              <div
+                style="
+                  display: inline-flex;
+                  align-items: center;
+                  gap: 0.8rem;
+                  font-size: 1.75rem;
+                  margin-bottom: 10px;
+                  justify-content: center;
+                ">
+              <h1 style="font-weight: 900; margin-bottom: 7px; margin-top: 15px;">文生图生音乐视频</h1>
+              </div> 
+              <div
+                style="
+                  display: inline-flex;
+                  align-items: center;
+                  gap: 0.8rem;
+                  font-size: 1.75rem;
+                  margin-bottom: 10px;
+                  justify-content: center;
+                ">
+               <h1 style="font-weight: 900; margin-bottom: 7px;">Text to Image to Music to Video</h1>
+              </div> 
+              <p style="margin-bottom: 10px; font-size: 94%">
+                Powered by <a href="https://huggingface.co/spaces/PaddlePaddle/ERNIE-ViLG" target="_blank">ERNIE-ViLG 2.0</a>, <a href="https://huggingface.co/spaces/Mubert/Text-to-Music" target="_blank">Mubert AI</a>, <a href="https://huggingface.co/spaces/pharma/CLIP-Interrogator" target="_blank">CLIP Interrogator</a> and fffiloni's <a href="https://huggingface.co/spaces/fffiloni/img-to-music" target="_blank">Image to Music</a> projects
+              </p>
+            </div>
+        """
+    )
+    with gr.Group():
+        with gr.Box():
+            with gr.Row().style(mobile_collapse=False, equal_height=True):
+                text = gr.Textbox(
+                    label="Prompt",
+                    show_label=False,
+                    max_lines=1,
+                    placeholder="Enter your prompt, multiple languages are supported now.",
+                ).style(
+                    border=(True, False, True, True),
+                    rounded=(True, False, False, True),
+                    container=False,
+                )
+
+                btn = gr.Button("Generate image").style(
+                    margin=False,
+                    rounded=(False, True, True, False),
+                )
+        language_tips_text = gr.Textbox(label="language tips", show_label=False, visible=False, max_lines=1)
+        styles = gr.Dropdown(label="风格(style)", choices=['古风(Ancient Style)', '油画(Oil painting)', '水彩(Watercolor)', 
+        '卡通(Cartoon)', '二次元(Anime)', '浮世绘(Ukiyoe)', '蒸汽波艺术(Vaporwave)', 'low poly', 
+        '像素风格(Pixel Style)', '概念艺术(Conceptual Art)', '未来主义(Futurism)', '赛博朋克(Cyberpunk)', '写实风格(Realistic style)', 
+        '洛丽塔风格(Lolita style)', '巴洛克风格(Baroque style)', '超现实主义(Surrealism)', '探索无限(Explore infinity)'], value='探索无限(Explore infinity)', type="index")
+        status_text = gr.Textbox(
+            label="处理状态(Process status)",
+            show_label=True,
+            max_lines=1,
+            interactive=False
+        )
+        
+        video_result = gr.Video(type=None, label='Final Merged video')
+        
+        trigger_component = gr.Textbox(vaule="", visible=False) # This component is used for triggering inference funtion.
+        translated_language = gr.Textbox(vaule="", visible=False)
+        
+        
+        ex = gr.Examples(examples=examples, fn=translate_language_example, inputs=[text, styles], outputs=[language_tips_text, status_text, trigger_component, translated_language], cache_examples=False)
+        ex.dataset.headers = [""]
+
+        
+        text.submit(translate_language, inputs=[text], outputs=[language_tips_text, status_text, trigger_component, translated_language])
+        btn.click(translate_language, inputs=[text], outputs=[language_tips_text, status_text, trigger_component, translated_language])
+        trigger_component.change(fn=get_result, inputs=[translated_language, styles], outputs=[video_result, status_text])
+        
+        
+        gr.Markdown(
+            """  
+### <u>[Prompt Tutorial 公式教程...](https://github.com/PaddlePaddle/PaddleHub/blob/develop/modules/image/text_to_image/ernie_vilg/README.md#四-prompt-指南)([Explore more...](https://github.com/PaddlePaddle/PaddleHub/blob/develop/modules/image/text_to_image/ernie_vilg/README.md#四-prompt-指南))</u>
+            """
+        )
+        gr.Markdown(
+            """  
+      Space by [@DGSpitzer](https://www.youtube.com/channel/UCzzsYBF4qwtMwJaPJZ5SuPg)❤️ [@大谷的游戏创作小屋](https://space.bilibili.com/176003)
+      [![Twitter Follow](https://img.shields.io/twitter/follow/DGSpitzer?label=%40DGSpitzer&style=social)](https://twitter.com/DGSpitzer)
+      ![visitors](https://visitor-badge.glitch.me/badge?page_id=dgspitzer_txt2img2video)
+            """
+        )
+        gr.HTML('''
+        <div class="footer">
+                    <p>Model：<a href="https://github.com/PaddlePaddle/PaddleHub" style="text-decoration: underline;" target="_blank">PaddleHub</a> and <a href="https://wenxin.baidu.com/ernie-vilg" style="text-decoration: underline;" target="_blank">文心大模型</a>
+                    </p>
+        </div>
+        ''')
+
+block.queue(concurrency_count=128).launch()

app_old.py

@@ -0,0 +1,467 @@
+from PIL import Image
+import numpy as np
+import gradio as gr
+import paddlehub as hub
+import urllib
+import cv2
+
+import io
+from os import path
+from pydub import AudioSegment
+import moviepy.video.io.ImageSequenceClip
+from moviepy.editor import *
+import mutagen
+from mutagen.mp3 import MP3
+
+img_to_text = gr.Blocks.load(name="spaces/pharma/CLIP-Interrogator")
+text_to_music = gr.Interface.load("spaces/fffiloni/text-2-music")
+
+model = hub.Module(name='ernie_vilg', ak = os.environ.get("ak"), sk = os.environ.get("sk"))
+#model = hub.Module(name='ernie_vilg')
+language_translation_model = hub.Module(name='baidu_translate')
+language_recognition_model = hub.Module(name='baidu_language_recognition')
+
+style_list = ['古风', '油画', '水彩', '卡通', '二次元', '浮世绘', '蒸汽波艺术', 'low poly', '像素风格', '概念艺术', '未来主义', '赛博朋克', '写实风格', '洛丽塔风格', '巴洛克风格', '超现实主义', '探索无限']
+style_list_EN = ['Chinese Ancient Style', 'Oil painting', 'Watercolor', 'Cartoon', 'Anime', 'Ukiyoe', 'Vaporwave', 'low poly', 'Pixel Style', 'Conceptual Art', 'Futurism', 'Cyberpunk', 'Realistic style', 'Lolita style', 'Baroque style', 'Surrealism', '']
+
+tips = {"en": "Tips: The input text will be translated into Chinese for generation", 
+        "jp": "ヒント: 入力テキストは生成のために中国語に翻訳されます", 
+        "kor": "힌트: 입력 텍스트는 생성을 위해 중국어로 번역됩니다"}
+
+count = 0
+
+def translate_language_example(text_prompts, style_indx):
+    return translate_language(text_prompts)
+
+def translate_language(text_prompts):
+    global count
+    try:
+        count += 1
+        tips_text = None
+        language_code = language_recognition_model.recognize(text_prompts)
+        if language_code != 'zh':
+            text_prompts = language_translation_model.translate(text_prompts, language_code, 'zh')
+    except Exception as e:
+        error_text = str(e)
+        return {status_text:error_text, language_tips_text:gr.update(visible=False)}
+    if language_code in tips:
+        tips_text = tips[language_code]
+    else:
+        tips_text = tips['en']
+    if language_code == 'zh':
+        return {language_tips_text:gr.update(visible=False), translated_language:text_prompts, trigger_component: gr.update(value=count, visible=False)}
+    else:
+        return {language_tips_text:gr.update(visible=True, value=tips_text), translated_language:text_prompts, trigger_component:  gr.update(value=count, visible=False)}
+
+
+def get_result(text_prompts, style_indx):
+  try:
+    style = style_list[style_indx]
+    results = model.generate_image(
+        text_prompts=text_prompts, style=style, visualization=False, topk=1)
+  except Exception as e:
+    error_text = str(e)
+    return {video_result:None, status_text:error_text}
+  
+  image_output = results[:1]
+  
+  print("Ernie Vilg Output: " + str(results[:1]))
+  print("Ernie Vilg Output test: " + str(results))
+  print("file name: " + image_output[0].filename)
+
+  # Encode your PIL Image as a JPEG without writing to disk
+  imagefile = "imageoutput.png"
+  #img_np = np.array(image_output[0])
+  #img_nparray= cv2.cvtColor(img_np, cv2.COLOR_BGR2RGBA)
+  #img_blue_correction = Image.fromarray(img_nparray)
+  #img_blue_correction.save(imagefile, img_blue_correction.format)
+  image_output[0].save(imagefile, image_output[0].format)
+
+  interrogate_prompt = img_to_text(imagefile, fn_index=1)[0]
+  print(interrogate_prompt)
+  music_output = get_music(interrogate_prompt + ", " + style_list_EN[style_indx])
+  
+  video_merged = merge_video(music_output, image_output)
+  return {video_result:video_merged, status_text:'Success'}
+
+def get_music(prompt):
+  
+  result = text_to_music(prompt, fn_index=0)
+  
+  print(f"""—————
+  NEW RESULTS
+  prompt : {prompt}
+  music : {result}
+  ———————
+  """)
+  
+  url = result
+  save_as = "file.mp3"
+  
+  data = urllib.request.urlopen(url)
+
+  f = open(save_as,'wb')
+  f.write(data.read())
+  f.close()
+  
+  #wave_file="file.wav"
+  
+  #sound = AudioSegment.from_mp3(save_as)
+  #sound.export(wave_file, format="wav")
+  
+  return save_as 
+  
+def merge_video(music, img_list):
+  #Convert to mp3   
+    #music.export("audio.mp3", format="mp3")
+    print('wav audio converted to mp3 audio' )
+    print('now getting duration of this mp3 audio' )
+    #getting audio clip's duration
+    audio_length = int(MP3(music).info.length)
+    print('Audio length is :',audio_length)
+    
+    file_name = 'video_no_audio.mp4'
+    fps = 12
+    slide_time = audio_length
+    fourcc = cv2.VideoWriter.fourcc(*'MJPG')
+    out = cv2.VideoWriter(file_name, fourcc, fps, (1024, 1024))
+    
+    for image in img_list:
+        cv_img = cv2.cvtColor(np.array(image), cv2.COLOR_RGB2BGR)
+        for _ in range(slide_time * fps):
+            #cv_img = cv2.resize(np.array(cv_img), (1024, 1024))
+            out.write(cv_img)
+
+    out.release()
+    
+    
+    #String a list of images into a video and write to memory
+    print('video clip created successfully from images') 
+        
+    # loading video file
+    print('Starting video and audio merge')
+    videoclip = VideoFileClip(file_name) #("/content/gdrive/My Drive/AI/my_video1.mp4")
+    print('loading video-clip')
+       
+    # loading audio file
+    audioclip = AudioFileClip(music) #.subclip(0, 15)
+    print('loading mp3-format audio')  
+    # adding audio to the video clip
+    mergedclip = videoclip.set_audio(audioclip)
+    print('video and audio merged successfully')  
+    
+    #Getting size and frame count of merged video file
+    print('Getting size and frame count of merged video file')
+    duration = mergedclip.duration
+    frame_count = mergedclip.fps 
+    print('duration is:',duration)
+    print('frame count :', frame_count)
+    mergedclip.to_videofile('mergedvideo.mp4')
+    return 'mergedvideo.mp4'
+
+title="文生图生音乐视频 Text to Image to Music to Video"
+
+description="An AI art generation pipeline, which supports text-to-image-to-music task."
+
+css = """
+        .gradio-container {
+            font-family: 'IBM Plex Sans', sans-serif;
+        }
+        .gr-button {
+            color: white;
+            border-color: black;
+            background: black;
+        }
+        input[type='range'] {
+            accent-color: black;
+        }
+        .dark input[type='range'] {
+            accent-color: #dfdfdf;
+        }
+        .container {
+            max-width: 730px;
+            margin: auto;
+            padding-top: 1.5rem;
+        }
+        #gallery {
+            min-height: 22rem;
+            margin-bottom: 15px;
+            margin-left: auto;
+            margin-right: auto;
+            border-bottom-right-radius: .5rem !important;
+            border-bottom-left-radius: .5rem !important;
+        }
+        #gallery>div>.h-full {
+            min-height: 20rem;
+        }
+        .details:hover {
+            text-decoration: underline;
+        }
+        .gr-button {
+            white-space: nowrap;
+        }
+        .gr-button:focus {
+            border-color: rgb(147 197 253 / var(--tw-border-opacity));
+            outline: none;
+            box-shadow: var(--tw-ring-offset-shadow), var(--tw-ring-shadow), var(--tw-shadow, 0 0 #0000);
+            --tw-border-opacity: 1;
+            --tw-ring-offset-shadow: var(--tw-ring-inset) 0 0 0 var(--tw-ring-offset-width) var(--tw-ring-offset-color);
+            --tw-ring-shadow: var(--tw-ring-inset) 0 0 0 calc(3px var(--tw-ring-offset-width)) var(--tw-ring-color);
+            --tw-ring-color: rgb(191 219 254 / var(--tw-ring-opacity));
+            --tw-ring-opacity: .5;
+        }
+        .footer {
+            margin-bottom: 45px;
+            margin-top: 35px;
+            text-align: center;
+            border-bottom: 1px solid #e5e5e5;
+        }
+        .footer>p {
+            font-size: .8rem;
+            display: inline-block;
+            padding: 0 10px;
+            transform: translateY(10px);
+            background: white;
+        }
+        .dark .footer {
+            border-color: #303030;
+        }
+        .dark .footer>p {
+            background: #0b0f19;
+        }
+        .prompt h4{
+            margin: 1.25em 0 .25em 0;
+            font-weight: bold;
+            font-size: 115%;
+        }
+"""
+
+block = gr.Blocks(css=css)
+
+examples = [
+    [
+        '蒙娜丽莎，赛博朋克，宝丽来，33毫米',
+        '蒸汽波艺术(Vaporwave)'
+    ],
+    [
+        '一条由闪电制成的令人敬畏的龙',
+        '概念艺术(Conceptual Art)'
+    ],
+    [
+        'An awesome dragon made of lightning',
+        '概念艺术(Conceptual Art)'
+    ],
+    [
+        '嫦娥在时代广场，戏曲',
+        '写实风格(Realistic style)'
+    ],
+    [
+        'Peking Opera at New York',
+        '探索无限(Explore infinity)'
+    ],
+    [
+        '古风少女',
+        '水彩(Watercolor)'
+    ],
+    [
+        '辐射游戏角色',
+         '探索无限(Explore infinity)'
+    ],
+    [
+        'Fallout game character',
+         '探索无限(Explore infinity)'
+    ],
+    [
+        'Traditional Chinese Painting',
+        '古风(Ancient Style)'
+    ],
+    [
+        '原神游戏截图，pixiv, 二次元绘画作品',
+        '二次元(Anime)'
+    ],
+    [
+        'Genshin Impact Game Screenshot, pixiv, Anime Painting Artworks',
+        '二次元(Anime)'
+    ],
+    [
+        '原神角色设定, 哪吒, pixiv, 二次元绘画',
+        '二次元(Anime)'
+    ],
+    [
+        'Genshin Impact Character Design, Harry Potter, pixiv, Anime Painting',
+        '二次元(Anime)'
+    ],
+    [
+        '巨狼，飘雪，蓝色大片烟雾，毛发细致，烟雾缭绕，高清，3d，cg感，侧面照',
+         '探索无限(Explore infinity)'
+    ],
+    [
+        '汉服少女，中国山水画，青山绿水，溪水长流，古风，科技都市，丹青水墨，中国风',
+         '赛博朋克(Cyberpunk)'
+    ],
+    [
+        '戴着墨镜的赛博朋克女孩肖像，在夕阳下的城市中, 油画风格',
+        '赛博朋克(Cyberpunk)'
+    ],
+    [
+        'Portrait of a cyberpunk girl with sunglasses, in the city sunset, oil painting',
+        '赛博朋克(Cyberpunk)'
+    ],
+    [
+        '暗黑破坏神',
+         '探索无限(Explore infinity)'
+    ],
+    [
+        '火焰，凤凰，少女，未来感，高清，3d，精致面容，cg感，古风，唯美，毛发细致，上半身立绘',
+         '探索无限(Explore infinity)'
+    ],
+    [
+        '浮世绘日本科幻哑光绘画，概念艺术，动漫风格神道寺禅园英雄动作序列，包豪斯',
+         '探索无限(Explore infinity)'
+    ],
+    [
+        '一只猫坐在椅子上，戴着一副墨镜,海盗风格',
+        '探索无限(Explore infinity)'
+    ],
+    [
+        '稲妻で作られた畏敬の念を抱かせる竜、コンセプトアート',
+        '油画(Oil painting)'
+    ],
+    [
+        '번개로 만든 경외스러운 용, 개념 예술',
+        '油画(Oil painting)'
+    ],
+    [
+        '梵高猫头鹰',
+        '蒸汽波艺术(Vaporwave)'
+    ],
+    [
+        '萨尔瓦多·达利描绘古代文明的超现实主义梦幻油画',
+        '写实风格(Realistic style)'
+    ],
+    [
+        '夕阳日落时，阳光落在云层上，海面波涛汹涌，风景，胶片感',
+        '探索无限(Explore infinity)'
+    ],
+    [
+        'Sunset, the sun falls on the clouds, the sea is rough, the scenery is filmy',
+        '油画(Oil painting)'
+    ],
+    [
+        '夕日が沈むと、雲の上に太陽の光が落ち、海面は波が荒く、風景、フィルム感',
+        '油画(Oil painting)'
+    ],
+    [
+        '석양이 질 때 햇빛이 구름 위에 떨어지고, 해수면의 파도가 용솟음치며, 풍경, 필름감',
+        '油画(Oil painting)'
+    ],
+]
+
+with block:
+    gr.HTML(
+        """
+            <div style="text-align: center; max-width: 650px; margin: 0 auto;">
+              <div
+                style="
+                  display: inline-flex;
+                  gap: 0.8rem;
+                  font-size: 1.75rem;
+                  margin-bottom: 10px;
+                  margin-left: 220px;
+                  justify-content: center;
+                "
+              >
+              </div> 
+              <div
+                style="
+                  display: inline-flex;
+                  align-items: center;
+                  gap: 0.8rem;
+                  font-size: 1.75rem;
+                  margin-bottom: 10px;
+                  justify-content: center;
+                ">
+              <h1 style="font-weight: 900; margin-bottom: 7px; margin-top: 15px;">文生图生音乐视频</h1>
+              </div> 
+              <div
+                style="
+                  display: inline-flex;
+                  align-items: center;
+                  gap: 0.8rem;
+                  font-size: 1.75rem;
+                  margin-bottom: 10px;
+                  justify-content: center;
+                ">
+               <h1 style="font-weight: 900; margin-bottom: 7px;">Text to Image to Music to Video</h1>
+              </div> 
+              <p style="margin-bottom: 10px; font-size: 94%">
+                Powered by <a href="https://huggingface.co/spaces/PaddlePaddle/ERNIE-ViLG" target="_blank">ERNIE-ViLG 2.0</a>, <a href="https://huggingface.co/spaces/Mubert/Text-to-Music" target="_blank">Mubert AI</a>, <a href="https://huggingface.co/spaces/pharma/CLIP-Interrogator" target="_blank">CLIP Interrogator</a> and fffiloni's <a href="https://huggingface.co/spaces/fffiloni/img-to-music" target="_blank">Image to Music</a> projects
+              </p>
+            </div>
+        """
+    )
+    with gr.Group():
+        with gr.Box():
+            with gr.Row().style(mobile_collapse=False, equal_height=True):
+                text = gr.Textbox(
+                    label="Prompt",
+                    show_label=False,
+                    max_lines=1,
+                    placeholder="Enter your prompt, multiple languages are supported now.",
+                ).style(
+                    border=(True, False, True, True),
+                    rounded=(True, False, False, True),
+                    container=False,
+                )
+
+                btn = gr.Button("Generate image").style(
+                    margin=False,
+                    rounded=(False, True, True, False),
+                )
+        language_tips_text = gr.Textbox(label="language tips", show_label=False, visible=False, max_lines=1)
+        styles = gr.Dropdown(label="风格(style)", choices=['古风(Ancient Style)', '油画(Oil painting)', '水彩(Watercolor)', 
+        '卡通(Cartoon)', '二次元(Anime)', '浮世绘(Ukiyoe)', '蒸汽波艺术(Vaporwave)', 'low poly', 
+        '像素风格(Pixel Style)', '概念艺术(Conceptual Art)', '未来主义(Futurism)', '赛博朋克(Cyberpunk)', '写实风格(Realistic style)', 
+        '洛丽塔风格(Lolita style)', '巴���克风格(Baroque style)', '超现实主义(Surrealism)', '探索无限(Explore infinity)'], value='探索无限(Explore infinity)', type="index")
+        status_text = gr.Textbox(
+            label="处理状态(Process status)",
+            show_label=True,
+            max_lines=1,
+            interactive=False
+        )
+        
+        video_result = gr.Video(type=None, label='Final Merged video')
+        
+        trigger_component = gr.Textbox(vaule="", visible=False) # This component is used for triggering inference funtion.
+        translated_language = gr.Textbox(vaule="", visible=False)
+        
+        
+        ex = gr.Examples(examples=examples, fn=translate_language_example, inputs=[text, styles], outputs=[language_tips_text, status_text, trigger_component, translated_language], cache_examples=False)
+        ex.dataset.headers = [""]
+
+        
+        text.submit(translate_language, inputs=[text], outputs=[language_tips_text, status_text, trigger_component, translated_language])
+        btn.click(translate_language, inputs=[text], outputs=[language_tips_text, status_text, trigger_component, translated_language])
+        trigger_component.change(fn=get_result, inputs=[translated_language, styles], outputs=[video_result, status_text])
+        
+        
+        gr.Markdown(
+            """  
+### <u>[Prompt Tutorial 公式教程...](https://github.com/PaddlePaddle/PaddleHub/blob/develop/modules/image/text_to_image/ernie_vilg/README.md#四-prompt-指南)([Explore more...](https://github.com/PaddlePaddle/PaddleHub/blob/develop/modules/image/text_to_image/ernie_vilg/README.md#四-prompt-指南))</u>
+            """
+        )
+        gr.Markdown(
+            """  
+      Space by [@DGSpitzer](https://www.youtube.com/channel/UCzzsYBF4qwtMwJaPJZ5SuPg)❤️ [@大谷的游戏创作小屋](https://space.bilibili.com/176003)
+      [![Twitter Follow](https://img.shields.io/twitter/follow/DGSpitzer?label=%40DGSpitzer&style=social)](https://twitter.com/DGSpitzer)
+      ![visitors](https://visitor-badge.glitch.me/badge?page_id=dgspitzer_txt2img2video)
+            """
+        )
+        gr.HTML('''
+        <div class="footer">
+                    <p>Model：<a href="https://github.com/PaddlePaddle/PaddleHub" style="text-decoration: underline;" target="_blank">PaddleHub</a> and <a href="https://wenxin.baidu.com/ernie-vilg" style="text-decoration: underline;" target="_blank">文心大模型</a>
+                    </p>
+        </div>
+        ''')
+
+block.queue(concurrency_count=128).launch()

requirements.txt

@@ -0,0 +1,5 @@
+paddlepaddle
+paddlehub
+requests
+moviepy
+mutagen