Added skeleton function for loading SceneNet RGB-D data

Signed-off-by: Jim Martens <github@2martens.de>
This commit is contained in:
2019-04-04 17:30:52 +02:00
parent d267512312
commit d499c55ab4

View File

@ -15,10 +15,11 @@
# limitations under the License.
"""
Functionality to load COCO data into Tensorflow data sets.
Functionality to load data into Tensorflow data sets.
Functions:
load_coco(...): loads the COCO data into a Tensorflow data set
load_scenenet(...): loads the SceneNet RGB-D data into a Tensorflow data set
"""
from typing import Tuple
@ -64,3 +65,19 @@ def load_coco(data_path: str, data_type: str, num_epochs: int, batch_size: int =
dataset = dataset.map(_load_image, num_parallel_calls=tf.data.experimental.AUTOTUNE)
return dataset
def load_scenenet(data_path: str, num_epochs: int, batch_size: int = 32) -> tf.data.Dataset:
"""
Loads the SceneNet RGB-D data and returns a data set.
Args:
data_path: path to the SceneNet RGB-D data set
num_epochs: number of epochs
batch_size: batch size
Returns:
Tensorflow data set
"""
pass