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| import gradio as gr | |
| import os | |
| from share_btn import community_icon_html, loading_icon_html, share_js | |
| img_to_text = gr.Interface.load("spaces/pharma/CLIP-Interrogator") | |
| stable_diffusion = gr.Blocks.load(name="spaces/stabilityai/stable-diffusion") | |
| def get_images(prompt): | |
| gallery_dir = stable_diffusion(prompt, fn_index=2) | |
| return [os.path.join(gallery_dir, image) for image in os.listdir(gallery_dir)] | |
| def get_prompts(uploaded_image): | |
| return img_to_text(uploaded_image) | |
| css = ''' | |
| .animate-spin { | |
| animation: spin 1s linear infinite; | |
| } | |
| @keyframes spin { | |
| from { | |
| transform: rotate(0deg); | |
| } | |
| to { | |
| transform: rotate(360deg); | |
| } | |
| } | |
| #share-btn-container { | |
| display: flex; padding-left: 0.5rem !important; padding-right: 0.5rem !important; background-color: #000000; justify-content: center; align-items: center; border-radius: 9999px !important; width: 13rem; | |
| } | |
| #share-btn { | |
| all: initial; color: #ffffff;font-weight: 600; cursor:pointer; font-family: 'IBM Plex Sans', sans-serif; margin-left: 0.5rem !important; padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; | |
| } | |
| #share-btn * { | |
| all: unset; | |
| } | |
| ''' | |
| with gr.Blocks(css=css) as demo: | |
| gr.Markdown( | |
| """ | |
| ## Stable Diffusion Perception ππ | |
| Input an image and see how the model perceives it! π | |
| """ | |
| ) | |
| with gr.Row(): | |
| with gr.Column(): | |
| input_img = gr.Image(type="filepath") | |
| with gr.Row(): | |
| see_prompts = gr.Button("Check how your image prompts your model!", elem_id="check_btn_1") | |
| with gr.Column(): | |
| img2text_output = gr.Textbox( | |
| label="Convert your image to text!", | |
| lines=4, | |
| elem_id="translated" | |
| ) | |
| with gr.Row(): | |
| diffuse_btn = gr.Button(value="Diffuse it!", elem_id="diffuse_btn") | |
| with gr.Column(): | |
| sd_output = gr.Gallery().style(grid=2, height="auto", elem_id="generated-gallery") | |
| with gr.Group(elem_id="share-btn-container"): | |
| community_icon = gr.HTML(community_icon_html) | |
| loading_icon = gr.HTML(loading_icon_html) | |
| share_button = gr.Button("Share to community", elem_id="share-btn") | |
| def translate_directly(img): | |
| images = get_images(get_prompts(img)) | |
| return images | |
| see_prompts.click(img_to_text, | |
| inputs = input_img, | |
| outputs = [ | |
| img2text_output | |
| ]) | |
| diffuse_btn.click(get_images, | |
| inputs = [ | |
| img2text_output | |
| ], | |
| outputs = sd_output | |
| ) | |
| demo.launch() | |