def get_all_image_data(data_dir=None, as_dict=False):
"""
Get Image ids from start_index to end_index.
"""
if data_dir is None:
data_dir = utils.get_data_dir()
dataFile = os.path.join(data_dir, 'image_data.json')
data = json.load(open(dataFile))
if not as_dict:
return [utils.parse_image_data(image) for image in data]
return {
image['id'] if 'id' in image else image['image_id']: utils.parse_image_data(image) for image in data
}
def createIndex(self):
# create index
print('creating index...')
objects = set()
imgs = {}
imgToAnns = defaultdict(list)
for data in self.image_data:
image = parse_image_data(data)
imgs[image.id] = image
for data in self.object_data:
objs = parse_object_data(data['objects'])
img_id = data["image_id"]
if objs is None:
try:
del imgs[img_id]
except:
pass
continue
imgToAnns[img_id] = objs
for obj in objs:
objects.add(obj.names)
print('index created!')
# create class members
self.imgToAnns = imgToAnns
self.imgs = imgs
self.objects = dict(zip(range(len(objects)), list(objects)))
self.object_to_id = dict(zip(list(objects), range(len(objects))))
def get_image_data(id=61512):
"""
Get data about an image.
"""
data = utils.retrieve_data('/api/v0/images/' + str(id))
if 'detail' in data and data['detail'] == 'Not found.':
return None
image = utils.parse_image_data(data)
return image
def get_all_image_data(data_dir=None):
"""
Get Image ids from start_index to end_index.
"""
if data_dir is None:
data_dir = utils.get_data_dir()
dataFile = os.path.join(data_dir, 'image_data.json')
data = json.load(open(dataFile))
return [utils.parse_image_data(image) for image in data]
def get_image_data(id=61512):
"""
Get data about an image.
"""
data = utils.retrieve_data("/api/v0/images/" + str(id))
if "detail" in data and data["detail"] == "Not found.":
return None
image = utils.parse_image_data(data)
return image
def get_image_data(id=61512):
"""
Get data about an image.
"""
data = utils.retrieve_data('/api/v0/images/' + str(id))
if 'detail' in data and data['detail'] == 'Not found.':
return None
image = utils.parse_image_data(data)
return image
def get_all_image_data(data_dir=None):
"""
Get Image ids from start_index to end_index.
"""
if data_dir is None:
data_dir = utils.get_data_dir()
dataFile = os.path.join(data_dir, 'image_data.json')
data = json.load(open(dataFile))
return [utils.parse_image_data(image) for image in data]
def get_all_image_data(data_dir=None):
"""
Get Image ids from start_index to end_index.
"""
if data_dir is None:
data_dir = utils.get_data_dir()
# In case when exact filename is passed
if os.path.isdir(data_dir):
dataFile = os.path.join(data_dir, 'image_data.json')
else:
dataFile = data_dir
data = json.load(open(dataFile))
return [utils.parse_image_data(image) for image in data]