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read_datasets.py 1.80 KB
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Eric.Lee 提交于 2022-04-15 02:32 . update datasets v2 samples
#-*-coding:utf-8-*-
# date:2021-12-20
# Author: Eric.Lee
## function: read datasets example
import os
import json
import cv2
from hand_data_iter.datasets import plot_box,draw_bd_handpose
import random
if __name__ == "__main__":
path = "./handpose_datasets_v2/"
for f_ in os.listdir(path):
if ".jpg" in f_:
img_path = path +f_
label_path = img_path.replace('.jpg','.json')
if not os.path.exists(label_path):
continue
img_ = cv2.imread(img_path)
f = open(label_path, encoding='utf-8')#读取 json文件
hand_dict_ = json.load(f)
f.close()
hand_dict_ = hand_dict_["info"]
print("len hand_dict :",len(hand_dict_))
if len(hand_dict_)>0:
for msg in hand_dict_:
bbox = msg["bbox"]
pts = msg["pts"]
hand_str = "hand"
if "handType" in msg.keys():
hand_str = "hand" + msg["handType"] + "_v2"
cv2.putText(img_, hand_str, (2,25),cv2.FONT_HERSHEY_DUPLEX, 0.8, (55, 0, 220),5)
cv2.putText(img_, hand_str, (2,25),cv2.FONT_HERSHEY_DUPLEX, 0.8, (255, 50, 50),2)
print(bbox)
RGB = (random.randint(50,255),random.randint(50,255),random.randint(50,255))
plot_box(bbox, img_, color=(RGB), label=hand_str, line_thickness=3)
draw_bd_handpose(img_,pts,bbox[0],bbox[1])
for k_ in pts.keys():
cv2.circle(img_, (int(pts[k_]['x']+bbox[0]),int(pts[k_]['y']+bbox[1])), 3, (255,50,155),-1)
cv2.namedWindow("HandPose_Json",0)
cv2.imshow("HandPose_Json",img_)
cv2.waitKey(0)
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