app.py

import spaces
import gradio as gr
import subprocess
from PIL import Image,ImageOps,ImageDraw,ImageFilter
import json
import os
import time

from mp_utils import get_pixel_cordinate_list,extract_landmark,get_pixel_cordinate
from glibvision.draw_utils import points_to_box,box_to_xy,plus_point

import numpy as np
from glibvision.pil_utils import fill_points,create_color_image,draw_points,draw_box

from gradio_utils import save_image,save_buffer,clear_old_files ,read_file

from mediapipe_transform import process_landmark_transform_pil


'''
    innner_eyes_blur - inner eyes blur
    iris_mask_blur - final iris edge blur
'''


def process_images(image,transform_target,innner_mouth,innner_eyes,
                   color_matching,transparent_background,add_align_mouth,add_align_eyes,blur_size,
        progress=gr.Progress(track_tqdm=True)):
    clear_old_files()
    if image == None:
        raise gr.Error("Need Image")
    if transform_target == None:
        raise gr.Error("Need one more Target Image")
    
    result = process_landmark_transform_pil(image,transform_target,innner_mouth,innner_eyes,
                                            color_matching,transparent_background,add_align_mouth,add_align_eyes,blur_size)

    return result


css="""
#col-left {
    margin: 0 auto;
    max-width: 640px;
}
#col-right {
    margin: 0 auto;
    max-width: 640px;
}
.grid-container {
  display: flex;
  align-items: center;
  justify-content: center;
  gap:10px
}

.image {
  width: 128px; 
  height: 128px; 
  object-fit: cover; 
}

.text {
  font-size: 16px;
}
"""

#css=css,

def align_check_control(is_transparent):
    if is_transparent:
         return gr.Checkbox(visible=True),gr.Checkbox(visible=True)
    else:
         return gr.Checkbox(visible=False),gr.Checkbox(visible=False)

with gr.Blocks(css=css, elem_id="demo-container") as demo:
    with gr.Column():
        gr.HTML(read_file("demo_header.html"))
        gr.HTML(read_file("demo_tools.html"))
    with gr.Row():
                with gr.Column():
                    image = gr.Image(height=800,sources=['upload','clipboard'],image_mode='RGB',elem_id="image_upload", type="pil", label="Image")
                    align_image = gr.Image(height=800,sources=['upload','clipboard'],image_mode='RGB',elem_id="image_align", type="pil", label="Align Target")
                    
                    with gr.Row(elem_id="prompt-container",  equal_height=False):
                        with gr.Row():
                            btn = gr.Button("Transform landmarks", elem_id="run_button",variant="primary")
                           
                             
                        
                    with gr.Accordion(label="Advanced Settings", open=True):
                        with gr.Row( equal_height=True):
                            innner_mouth = gr.Checkbox(label="Include inner-Mouth",value=True,info="Transform teeesh and tongue") 
                            innner_eyes = gr.Checkbox(label="Include inner Eyes",value=True,info="Transform Iris")
                        with gr.Row( equal_height=True):
                            color_matching = gr.Checkbox(label="color_matching",value=True,info="histgram color matching(not good,when mouth opened)") 
                            transparent_background = gr.Checkbox(label="transparent-background",value=False,info="no background picture")
                        with gr.Row( equal_height=True):
                            add_align_mouth = gr.Checkbox(label="Add Align Mouth",value=True,info="add align-mouth when transparent",visible=False)
                            add_align_eyes = gr.Checkbox(label="Add Align Eyes",value=True,info="add align-eyes when transparent",visible=False)    
                        blur_size = gr.Slider(info="blur-size",
                            label="Blur-Size",
                            minimum=0,
                            maximum=100,
                            step=1,
                            value=50)

                                         
                with gr.Column():
                    result_image = gr.Image(height=760,label="Result", elem_id="output-animation",image_mode='RGBA')
                    
                    
    transparent_background.change(fn=align_check_control,inputs=[transparent_background],outputs=[add_align_mouth,add_align_eyes])
    btn.click(fn=process_images, inputs=[image,align_image,innner_mouth,innner_eyes,
                                         color_matching,transparent_background,add_align_mouth,add_align_eyes,blur_size
                                         ],outputs=[result_image] ,api_name='infer')
    
    example_images = [
                     ["examples/02316230.jpg"],
                    ["examples/00003245_00.jpg"],
                   ["examples/00827009.jpg"],
                     ["examples/00002062.jpg"],
                    ["examples/00824008.jpg"],
                    ["examples/00825000.jpg"],
                    ["examples/00826007.jpg"],
                      ["examples/00824006.jpg"],
                    ["examples/00828003.jpg"],
                    ["examples/01090260.jpg"],
                   
                   
                     ["examples/00002200.jpg"],
                    ["examples/00005259.jpg"],
                    ["examples/00018022.jpg"],
                    ["examples/img-above.jpg"],
                     ["examples/00100265.jpg"],
                      ["examples/02250075.jpg"],
                     
                ]
    example1=gr.Examples(
                examples = example_images,label="Image",
                inputs=[image],examples_per_page=8
    )
    example2=gr.Examples(
                examples =example_images[::-1],label="Align Image",
                inputs=[align_image],examples_per_page=8
    )
    gr.HTML(read_file("demo_footer.html"))

    if __name__ == "__main__":
        demo.launch()