app.py

import os
import cv2
import gradio as gr
import AnimeGANv3_src


os.makedirs('output', exist_ok=True)


def inference(img_path, Style, if_face=None):
    print(img_path, Style, if_face)
    try:
        img = cv2.imread(img_path)
        img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
        if Style == "AnimeGANv3_Arcane":
            f = "A"
        elif Style == "AnimeGANv3_Trump v1.0":
            f = "T"
        elif Style == "AnimeGANv3_Shinkai":
            f = "S"
        elif Style == "AnimeGANv3_PortraitSketch":
            f = "P"
        elif Style == "AnimeGANv3_Hayao":
            f = "H"
        elif Style == "AnimeGANv3_Disney v1.0":
            f = "D"
        elif Style == "AnimeGANv3_JP_face v1.0":
            f = "J"
        else:
            f = "U"

        try:
            det_face = True if if_face=="Yes" else False
            output = AnimeGANv3_src.Convert(img, f, det_face)
            save_path = f"output/out.{img_path.rsplit('.')[-1]}"
            cv2.imwrite(save_path, output[:, :, ::-1])
            return output, save_path
        except RuntimeError as error:
            print('Error', error)
    except Exception as error:
        print('global exception', error)
        return None, None


title = "cartoon converter"

gr.Interface(
    inference, [
        gr.inputs.Image(type="filepath", label="Input"),
        gr.Dropdown([
            'AnimeGANv3_USA'
        ], 
            type="value",
            value='AnimeGANv3_USA',
            label='AnimeGANv3 Style'),
        gr.inputs.Radio(['Yes', 'No'], type="value", default='No', label='Extract face'),
    ], [
        gr.outputs.Image(type="numpy", label="Output (The whole image)"),
        gr.outputs.File(label="Download the output image")
    ],
    title=title,
    allow_flagging="never",
    examples=[['samples/7_out.jpg', 'AnimeGANv3_Arcane', "Yes"], ['samples/15566.jpg', 'AnimeGANv3_USA', "Yes"],['samples/23034.jpg', 'AnimeGANv3_Trump v1.0', "Yes"], ['samples/jp_13.jpg', 'AnimeGANv3_Hayao', "No"],
              ['samples/jp_20.jpg', 'AnimeGANv3_Shinkai', "No"], ['samples/Hamabe Minami.jpg', 'AnimeGANv3_Disney v1.0', "Yes"], ['samples/120.jpg', 'AnimeGANv3_JP_face v1.0', "Yes"], ['samples/52014.jpg', 'AnimeGANv3_PortraitSketch', "Yes"]]).launch(enable_queue=True)