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test.py 3.55 KB
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zhangming8 提交于 2021-01-03 21:22 +08:00 . add demo
from base64 import b64encode
import requests
import glob
import time
import cv2
import numpy as np
import shutil
import os
import json
from PIL import Image, ImageDraw, ImageFont
label_color = [[31, 0, 255], [0, 159, 255], [255, 0, 0], [0, 255, 25], [255, 0, 133],
[255, 172, 0], [108, 0, 255], [0, 82, 255], [255, 0, 152], [223, 0, 255], [12, 0, 255], [0, 255, 178],
[108, 255, 0], [184, 0, 255], [255, 0, 76], [146, 255, 0], [51, 0, 255], [0, 197, 255], [255, 248, 0],
[255, 0, 19], [255, 0, 38], [89, 255, 0], [127, 255, 0], [255, 153, 0], [0, 255, 255]]
def mkdir(path, rm=False):
if os.path.exists(path):
if rm:
shutil.rmtree(path)
os.makedirs(path)
else:
os.makedirs(path)
def add_chinese_text(img, text, left, top, color=(0, 255, 0)):
if isinstance(img, np.ndarray):
img = Image.fromarray(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))
draw = ImageDraw.Draw(img)
draw.text((left, top), text, color, font=font_text)
return cv2.cvtColor(np.asarray(img), cv2.COLOR_RGB2BGR)
def draw_txt(img, ann, show=False):
num = 0
for one_ann in ann:
text = one_ann["text"]
conf = one_ann["confidence"]
points = one_ann["text_region"]
text = "{:.2f} {}".format(conf, text)
# print("points num:", len(points))
color = tuple(label_color[num % len(label_color)])
points = (np.reshape(points, [-1, 2])).astype(np.int32)
img = cv2.polylines(img, [points], True, color, 1)
for idx, pt in enumerate(points):
cv2.circle(img, (pt[0], pt[1]), 5, color, thickness=2)
cv2.putText(img, str(idx), (pt[0], pt[1]), cv2.FONT_HERSHEY_SIMPLEX, 1, color, thickness=1)
img = add_chinese_text(img, text, points[0][0], points[0][1] - 20, color=color[::-1])
num += 1
if show:
cv2.namedWindow("result", 0)
cv2.imshow("result", img)
key = cv2.waitKey(0)
if key == 27:
exit()
return img
if __name__ == "__main__":
port = '8811' # '8812'
language = ['ENG', 'JAP', 'KOR', 'CH']
# language = ['JAP']
request_url = "http://0.0.0.0:{}/dango/algo/ocr/server".format(port)
img_path = "./demo"
test_num = 10
img_list = glob.glob(img_path + "/*.jpg")
for lang in language:
font_path = "./font/{}.ttc".format(lang)
if lang in ["ENG", "CH"]:
font_path = "./font/CH_ENG.TTC"
elif lang in ["JAP"]:
font_path = "./font/japan.ttc"
else:
font_path = "./font/KOR.ttf"
font_text = ImageFont.truetype(font_path, 20, encoding="utf-8")
num = 0
for i, img_p in enumerate(img_list):
if lang not in img_p:
continue
num += 1
print("{}/{} {} {}".format(i, len(img_list), lang, img_p))
f = open(img_p, 'rb')
img = b64encode(f.read()) # .decode()
# print(img)
s1 = time.time()
data = {"image": img, "language_type": lang, "user_id": "234232", "platform": "win32"}
# print(img)
response = requests.post(request_url, data=data).json()
print(response)
s2 = time.time()
print("time cost:", s2 - s1)
result = response['data']['result'][0] # batch result, now we only use first one
img_cv = cv2.imread(img_p)
img = draw_txt(img_cv, result, True)
cv2.imwrite("./demo_result/"+os.path.basename(img_p), img)
if num > test_num:
break
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