app.py

import glob

import cv2 as cv
import gradio as gr
import numpy as np

images = glob.glob("examples/*")

cache_data = {}

def clear_cache(img_path: str):
    global cache_data
    cache_data = {}
    img = cv.imread(img_path)
    return img[:, :, ::-1]

def findCircle(img_path: str, center):
    
    if not cache_data:
        
        source = cv.imread(img_path, cv.IMREAD_GRAYSCALE)
        img = cv.medianBlur(source,5)
        _color_img = cv.imread(img_path)
        
        _circles = cv.HoughCircles(img,cv.HOUGH_GRADIENT,1,minDist=20,
                                    param1=50,param2=30,minRadius=10,maxRadius=28)
        _circles = np.uint16(np.around(_circles))
        
        cache_data['img'] = _color_img
        cache_data['circles'] = _circles

    circles = cache_data['circles']
    color_img = cache_data['img']

    for i in circles[0,:]:
        if abs(center[0] - i[0]) < 20 \
            and abs(center[1] - i[1]) < 20:
            # draw the outer circle
            cv.circle(color_img,(i[0],i[1]),i[2],(0,255,0),2)
            # draw the center of the circle
            cv.circle(color_img,(i[0],i[1]),2,(0,0,255),3)
    # bgr to rgb
    return color_img[:, :, ::-1]


with gr.Blocks() as demo:

    input_img = gr.Image(images[0], type='filepath', label="", interactive=False).style(height=600, width=1000)
        # output_img = gr.Image(label="出力")
        
    # キャッシュがある場合は、それを表示する。
    def on_image_load():
        if cache_data:
            return cache_data['img'][:, :, ::-1]
        return images[0]
        
    input_img.attach_load_event(on_image_load, every=None)

    button = gr.Button(value='リセット').style(size='sm')

    def get_select_coords(evt: gr.SelectData):
        position = (evt.index[0], evt.index[1])
        img_path = images[0]
        return findCircle(img_path, position)
    
    def on_reset():
        return clear_cache(images[0])
    
    input_img.select(get_select_coords, [], input_img)
    button.click(on_reset, [], input_img)

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