import gradio as gr import util import process_image from run_cmd import run_cmd is_colab = util.is_google_colab() css = ''' .file-preview { overflow: hidden !important; margin: 5px 0 !important; padding: 0 10px !important; } .file-preview div div:nth-child(2) { flex-grow: 1 !important; } .file-preview div div:nth-child(3) { text-align: right !important; padding: 0.5rem 0; width: auto; } #preview_file .h-full.min-h-\[15rem\].flex.justify-center.items-center { min-height: initial !important; padding: 10px 0; } #preview_file a { border-radius: 0.5rem; padding-top: 0.5rem; padding-bottom: 0.5rem; padding-left: 1rem; padding-right: 1rem; font-size: 1rem; line-height: 1.5rem; font-weight: 600; color: white; background-color: gray; } .colab_img { margin: 10px 0; display: inline-block; margin: 0 10px; } ''' title = "ESRGAN Upscaling With Custom Models" with gr.Blocks(title=title, css=css) as demo: gr.Markdown( f""" # {title} This space uses old ESRGAN architecture to upscale images, using models made by the community. Once the photo upscaled (*it can take a long time, this space only uses CPU*). """) gr.HTML(value="For faster upscaling using GPU: Open In Colab buy me a coffee (beer) if this helped 🍺😁") gr.HTML(value="Buy Me a Coffee at ko-fi.com") with gr.Box(): with gr.Row(): with gr.Column(): input_image = gr.Image(type="pil", label="Input") upscale_size = gr.Radio(["x4", "x2"], label="Upscale by:", value="x4") upscale_type = gr.Radio(["Manga", "Anime", "Photo", "General"], label="Select the type of picture you want to upscale:", value="Manga") with gr.Row(): upscale_btn = gr.Button(value="Upscale", variant="primary") with gr.Column(): output_image = gr.Image(type="filepath", interactive=False, label="Upscaled image", elem_id="preview_img") with gr.Row(): out_file = gr.File(interactive=False, show_label=False, elem_id="preview_file") gr.HTML(value="

Model Database

") upscale_btn.click(process_image.inference, inputs=[input_image, upscale_size, upscale_type], outputs=[output_image, out_file]) demo.queue() demo.launch(debug=is_colab, share=is_colab, inline=is_colab)