Exemplos de simplepose_mobilenetv2_coco em Python

Exemplo n.º 1

def _get_simplepose_model(model_subname="", number_of_keypoints=14):
    from models import simplepose_coco
    if model_subname == "mobilenetv2":
        model = simplepose_coco.simplepose_mobilenetv2_coco(
            keypoints=number_of_keypoints)
    elif model_subname == "resnet18":
        model = simplepose_coco.simplepose_resnet18_coco(
            keypoints=number_of_keypoints)
    elif model_subname == "resnet50b":
        model = simplepose_coco.simplepose_resnet50b_coco(
            keypoints=number_of_keypoints)
    elif model_subname == "resnet101b":
        model = simplepose_coco.simplepose_resnet101b_coco(
            keypoints=number_of_keypoints)
    elif model_subname == "resnet152b":
        model = simplepose_coco.simplepose_resnet152b_coco(
            keypoints=number_of_keypoints)
    elif model_subname == "resneta50b":
        model = simplepose_coco.simplepose_resneta50b_coco(
            keypoints=number_of_keypoints)
    elif model_subname == "resnet101b":
        model = simplepose_coco.simplepose_resneta101b_coco(
            keypoints=number_of_keypoints)
    elif model_subname == "resneta152b":
        model = simplepose_coco.simplepose_resneta152b_coco(
            keypoints=number_of_keypoints)
    else:
        model = simplepose_coco.simplepose_resnet18_coco(
            keypoints=number_of_keypoints)
    model.return_heatmap = True
    return model

Exemplo n.º 2

def _get_simplepose_model(model_subname="",
                          number_of_keypoints=14,
                          config_extra={}):
    from models import simplepose_coco
    if model_subname == "mobilenetv2":
        # mv2_alpha: `0.35`,`0.50`,`0.75`,`1.0`,`1.3`,`1.4`
        model = simplepose_coco.simplepose_mobilenetv2_coco(
            keypoints=number_of_keypoints, mv2_alpha=1.0)
    elif model_subname == "mv2":
        model = simplepose_coco.simplepose_mv2_coco(
            keypoints=number_of_keypoints)
    elif model_subname == "resnet18":
        model = simplepose_coco.simplepose_resnet18_coco(
            keypoints=number_of_keypoints)
    elif model_subname == "resnet50b":
        model = simplepose_coco.simplepose_resnet50b_coco(
            keypoints=number_of_keypoints)
    elif model_subname == "resnet101b":
        model = simplepose_coco.simplepose_resnet101b_coco(
            keypoints=number_of_keypoints)
    elif model_subname == "resnet152b":
        model = simplepose_coco.simplepose_resnet152b_coco(
            keypoints=number_of_keypoints)
    elif model_subname == "resneta50b":
        model = simplepose_coco.simplepose_resneta50b_coco(
            keypoints=number_of_keypoints)
    elif model_subname == "resnet101b":
        model = simplepose_coco.simplepose_resneta101b_coco(
            keypoints=number_of_keypoints)
    elif model_subname == "resneta152b":
        model = simplepose_coco.simplepose_resneta152b_coco(
            keypoints=number_of_keypoints)
    else:
        model = simplepose_coco.simplepose_resnet18_coco(
            keypoints=number_of_keypoints)
    model.return_heatmap = True
    return model