def create_json(cls, imgpath, annotation):
""" 输入图片路径p，和对应的annotation标注数据（一般是对应目录下txt文件） """
try:
obj = cls(imgpath)
except TypeError as e: # 解析不了的输出错误日志
get_xllog().exception(e)
return
obj.get_data(annotation)
obj.write() # 保存json文件到img对应目录下
def __enter__(self):
"""Start the timer when using TicToc in a context manager."""
from pyxllib.debug.specialist import get_xllog
if self.title == '__main__' and not self.disable:
get_xllog().info(
f'time.process_time(): {format_timespan(time.process_time())}.'
)
self.start = timeit.default_timer()
def eval_all(self):
""" 把目前支持的所有coco格式的测评全部跑一遍
"""
xllog = get_xllog()
xllog.info('1 coco官方评测指标（综合性指标）')
self.eval(printf=True)
xllog.info('2 icdar官方三种评测方法')
ie = IcdarEval(*self.to_icdareval_data())
print('icdar2013 ', ie.icdar2013())
print('deteval ', ie.deteval())
print('iou ', ie.iou())
ie = IcdarEval(*self.to_icdareval_data(min_score=0.5))
print('如果滤除dt中score<0.5的低置信度框：')
print('icdar2013 ', ie.icdar2013())
print('deteval ', ie.deteval())
print('iou ', ie.iou())
sys.stdout.flush()
xllog.info('3 框匹配情况，多分类F1值')
# TODO 这个结果补充画个图表？
print(f'gt共有{self.n_gt_box()}，dt共有{self.n_dt_box()}')
print(self.multi_iou_f1_df(0.1))
xllog.info('4 dt按不同score过滤后效果')
print(self.parse_dt_score())
def __exit__(self, exc_type, exc_val, exc_tb):
"""On exit, print time elapsed since entering context manager."""
from pyxllib.debug.specialist import get_xllog
elapsed = self.tocvalue()
xllog = get_xllog()
if exc_tb is None:
if not self.disable:
xllog.info(
f'{self.title} finished in {format_timespan(elapsed)}.')
else:
xllog.info(
f'{self.title} interrupt in {format_timespan(elapsed)},')
# check_install_package('fabric')
import os
import re
import pathlib
import paramiko
from tqdm import tqdm
import scp as scplib
import humanfriendly
from pyxllib.algo.pupil import natural_sort
from pyxllib.file.specialist import XlPath
from pyxllib.debug.specialist import get_xllog
logger = get_xllog('location')
class SshCommandError(Exception):
pass
class ScpLimitError(Exception):
pass
class ScpProgress:
# 这里的scp类比较特别，要用特殊的方式来实现一个tqdm式的进度条
def __init__(self, info, **kwargs):
self.info = info
self.kwargs = kwargs