本文整理汇总了Python中core.config.cfg.DEBUG属性的典型用法代码示例。如果您正苦于以下问题：Python cfg.DEBUG属性的具体用法？Python cfg.DEBUG怎么用？Python cfg.DEBUG使用的例子？那么恭喜您, 这里精选的属性代码示例或许可以为您提供帮助。您也可以进一步了解该属性所在类core.config.cfg的用法示例。
在下文中一共展示了cfg.DEBUG属性的3个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: get_roidb
# 需要导入模块: from core.config import cfg [as 别名]
# 或者: from core.config.cfg import DEBUG [as 别名]
def get_roidb(
self,
gt=False,
proposal_file=None,
min_proposal_size=2,
proposal_limit=-1,
crowd_filter_thresh=0
):
"""Return an roidb corresponding to the json dataset. Optionally:
- include ground truth boxes in the roidb
- add proposals specified in a proposals file
- filter proposals based on a minimum side length
- filter proposals that intersect with crowd regions
"""
assert gt is True or crowd_filter_thresh == 0, \
'Crowd filter threshold must be 0 if ground-truth annotations ' \
'are not included.'
image_ids = self.COCO.getImgIds()
image_ids.sort()
if cfg.DEBUG:
roidb = copy.deepcopy(self.COCO.loadImgs(image_ids))[:100]
else:
roidb = copy.deepcopy(self.COCO.loadImgs(image_ids))
for entry in roidb:
self._prep_roidb_entry(entry)
if gt:
# Include ground-truth object annotations
cache_filepath = os.path.join(self.cache_path, self.name+'_gt_roidb.pkl')
if os.path.exists(cache_filepath) and not cfg.DEBUG:
self.debug_timer.tic()
self._add_gt_from_cache(roidb, cache_filepath)
logger.debug(
'_add_gt_from_cache took {:.3f}s'.
format(self.debug_timer.toc(average=False))
)
else:
self.debug_timer.tic()
for entry in roidb:
self._add_gt_annotations(entry)
logger.debug(
'_add_gt_annotations took {:.3f}s'.
format(self.debug_timer.toc(average=False))
)
if not cfg.DEBUG:
with open(cache_filepath, 'wb') as fp:
pickle.dump(roidb, fp, pickle.HIGHEST_PROTOCOL)
logger.info('Cache ground truth roidb to %s', cache_filepath)
if proposal_file is not None:
# Include proposals from a file
self.debug_timer.tic()
self._add_proposals_from_file(
roidb, proposal_file, min_proposal_size, proposal_limit,
crowd_filter_thresh
)
logger.debug(
'_add_proposals_from_file took {:.3f}s'.
format(self.debug_timer.toc(average=False))
)
_add_class_assignments(roidb)
return roidb 示例2: get_roidb
# 需要导入模块: from core.config import cfg [as 别名]
# 或者: from core.config.cfg import DEBUG [as 别名]
def get_roidb(
self,
gt=False,
proposal_file=None,
min_proposal_size=2,
proposal_limit=-1,
crowd_filter_thresh=0
):
"""Return an roidb corresponding to the json dataset. Optionally:
- include ground truth boxes in the roidb
n- add proposals specified in a proposals file
- filter proposals based on a minimum side legth
- filter proposals that intersect with crowd regions
"""
assert gt is True or crowd_filter_thresh == 0, \
'Crowd filter threshold must be 0 if ground-truth annotations ' \
'are not included.'
image_ids = self.COCO.getImgIds()
image_ids.sort()
if cfg.DEBUG:
roidb = copy.deepcopy(self.COCO.loadImgs(image_ids))[:100]
else:
roidb = copy.deepcopy(self.COCO.loadImgs(image_ids))
for entry in roidb:
self._prep_roidb_entry(entry)
if gt:
# Include ground-truth object annotations
cache_filepath = os.path.join(self.cache_path, self.name+'_gt_roidb.pkl')
if os.path.exists(cache_filepath) and not cfg.DEBUG:
self.debug_timer.tic()
self._add_gt_from_cache(roidb, cache_filepath)
logger.debug(
'_add_gt_from_cache took {:.3f}s'.
format(self.debug_timer.toc(average=False))
)
else:
self.debug_timer.tic()
for entry in roidb:
self._add_gt_annotations(entry)
logger.debug(
'_add_gt_annotations took {:.3f}s'.
format(self.debug_timer.toc(average=False))
)
if not cfg.DEBUG:
with open(cache_filepath, 'wb') as fp:
pickle.dump(roidb, fp, pickle.HIGHEST_PROTOCOL)
logger.info('Cache ground truth roidb to %s', cache_filepath)
if proposal_file is not None:
# Include proposals from a file
self.debug_timer.tic()
self._add_proposals_from_file(
roidb, proposal_file, min_proposal_size, proposal_limit,
crowd_filter_thresh
)
logger.debug(
'_add_proposals_from_file took {:.3f}s'.
format(self.debug_timer.toc(average=False))
)
_add_class_assignments(roidb)
return roidb 示例3: get_roidb
# 需要导入模块: from core.config import cfg [as 别名]
# 或者: from core.config.cfg import DEBUG [as 别名]
def get_roidb(
self,
gt=False,
proposal_file=None,
min_proposal_size=2,
proposal_limit=-1,
crowd_filter_thresh=0
):
"""Return an roidb corresponding to the json dataset. Optionally:
- include ground truth boxes in the roidb
- add proposals specified in a proposals file
- filter proposals based on a minimum side length
- filter proposals that intersect with crowd regions
"""
assert gt is True or crowd_filter_thresh == 0, \
'Crowd filter threshold must be 0 if ground-truth annotations ' \
'are not included.'
image_ids = self.COCO.getImgIds()
image_ids.sort()
if cfg.DEBUG:
roidb = copy.deepcopy(self.COCO.loadImgs(image_ids))[:100]
else:
roidb = copy.deepcopy(self.COCO.loadImgs(image_ids))
for entry in roidb:
self._prep_roidb_entry(entry)
if gt:
# Include ground-truth object annotations
cache_filepath = os.path.join(self.cache_path, self.name+'_gt_roidb.pkl')
if os.path.exists(cache_filepath) and not cfg.DEBUG:
self.debug_timer.tic()
logger.info('Loading cached gt_roidb from %s', cache_filepath)
with open(cache_filepath, 'rb') as fp:
roidb = pickle.load(fp)
logger.debug(
'_add_gt_from_cache took {:.3f}s'.
format(self.debug_timer.toc(average=False))
)
else:
self.debug_timer.tic()
for entry in roidb:
self._add_gt_annotations(entry)
logger.debug(
'_add_gt_annotations took {:.3f}s'.
format(self.debug_timer.toc(average=False))
)
if not cfg.DEBUG:
with open(cache_filepath, 'wb') as fp:
pickle.dump(roidb, fp, pickle.HIGHEST_PROTOCOL)
logger.info('Cache ground truth roidb to %s', cache_filepath)
if proposal_file is not None:
# Include proposals from a file
self.debug_timer.tic()
self._add_proposals_from_file(
roidb, proposal_file, min_proposal_size, proposal_limit,
crowd_filter_thresh
)
logger.debug(
'_add_proposals_from_file took {:.3f}s'.
format(self.debug_timer.toc(average=False))
)
return roidb