import dataset
import imagenet
import coco
logging.basicConfig(level=logging.INFO)
log = logging.getLogger("main")
NANO_SEC = 1e9
MILLI_SEC = 1000
# pylint: disable=missing-docstring
# the datasets we support
SUPPORTED_DATASETS = {
"imagenet":
(imagenet.Imagenet, dataset.pre_process_vgg, dataset.PostProcessCommon(offset=-1),
{"image_size": [224, 224, 3]}),
"imagenet_ncore":
(imagenet.Imagenet, dataset.pre_process_vgg, dataset.PostProcessCommon(offset=-1),
{"image_size": [224, 224, 3]}),
"imagenet_mobilenet":
(imagenet.Imagenet, dataset.pre_process_mobilenet, dataset.PostProcessArgMax(offset=-1),
{"image_size": [224, 224, 3]}),
"imagenet_mobilenet_ncore":
(imagenet.Imagenet, dataset.pre_process_mobilenet_uint8, dataset.PostProcessArgMax(offset=-1),
{"image_size": [224, 224, 3]}),
"coco-300":
(coco.Coco, dataset.pre_process_coco_mobilenet, coco.PostProcessCoco(),
{"image_size": [300, 300, 3]}),
"coco-300-ncore":
(coco.Coco, dataset.pre_process_coco_mobilenet, coco.PostProcessCoco(),
import dataset
import imagenet
import coco
logging.basicConfig(level=logging.INFO)
log = logging.getLogger("main")
NANO_SEC = 1e9
MILLI_SEC = 1000
# pylint: disable=missing-docstring
# the datasets we support
SUPPORTED_DATASETS = {
"imagenet": (imagenet.Imagenet, dataset.pre_process_vgg,
dataset.PostProcessCommon(offset=-1), {
"image_size": [224, 224, 3]
}),
"imagenet_mobilenet": (imagenet.Imagenet, dataset.pre_process_mobilenet,
dataset.PostProcessArgMax(offset=-1), {
"image_size": [224, 224, 3]
}),
"coco":
(coco.Coco, dataset.pre_process_coco_mobilenet, coco.PostProcessCoco(), {
"image_size": [-1, -1, 3]
}),
"coco-300":
(coco.Coco, dataset.pre_process_coco_mobilenet, coco.PostProcessCoco(), {
"image_size": [300, 300, 3]
}),
"coco-300-pt": (coco.Coco, dataset.pre_process_coco_pt_mobilenet,
