AttributeError: module 'monai.transforms' has no attribute 'EnsureTyped'

[jakubMitura14]

Hello I am trying to use EnsureTyped transform Hovewer I get error like below

AttributeError: module 'monai.transforms' has no attribute 'EnsureTyped'

in code

import monai
set_determinism(seed=0)
val_transforms = Compose(
    [
        LoadImaged(keys=["image", "label"]),
        EnsureChannelFirstd(keys=["image", "label"]),
        Spacingd(keys=["image", "label"], pixdim=(
            1.0, 1.0, 1.0), mode=("bilinear", "nearest")),
        Orientationd(keys=["image", "label"], axcodes="RAS"),
        CropForegroundd(keys=["image", "label"], source_key="image"),
        monai.transforms.EnsureTyped(keys=["image", "label"]),

    ]
)

configuration info

from monai.config import print_config
print_config()

Numpy version: 1.21.5
Pytorch version: 1.10.2+cu113
MONAI flags: HAS_EXT = False, USE_COMPILED = False
MONAI rev id: 45d2249b3c388b4e7df7253c77759f6450dfb222

Optional dependencies:
Pytorch Ignite version: 0.4.2
Nibabel version: 3.2.2
scikit-image version: 0.19.2
Pillow version: 9.0.1
Tensorboard version: 2.8.0
gdown version: 4.4.0
TorchVision version: 0.11.3+cu113
ITK version: 5.2.1
tqdm version: 4.63.0
lmdb version: NOT INSTALLED or UNKNOWN VERSION.
psutil version: NOT INSTALLED or UNKNOWN VERSION.

Other coonfiguration data
python 3.7

I installed monai and pytorch using commands below

!pip3 install torch==1.10.2+cu113 torchvision==0.11.3+cu113 torchaudio===0.10.2+cu113 -f https://download.pytorch.org/whl/cu113/torch_stable.html

!pip install -q "monai-weekly[all]"

What am I doing wrong?

[SachidanandAlle]

monai.transforms.EnsureTyped(keys=["image", "label"]),

Instead of above, Use

from monai.transforms import *

val_transforms = Compose(
    [
        LoadImaged(keys=["image", "label"]),
        EnsureChannelFirstd(keys=["image", "label"]),
        Spacingd(keys=["image", "label"], pixdim=(
            1.0, 1.0, 1.0), mode=("bilinear", "nearest")),
        Orientationd(keys=["image", "label"], axcodes="RAS"),
        CropForegroundd(keys=["image", "label"], source_key="image"),
        EnsureTyped(keys=["image", "label"]),

    ]
)

If still not working, then possibly raise the question/issue at https://github.com/Project-MONAI/MONAI
You will get more help related to MONAI core components

[jakubMitura14]

Thanks - error still persist - I will post in a place suggested.

[diazandr3s]

@jakubMitura14 did you get an answer for this issue?

As a side note, MONAI Label has restructured the apps. We now have Radiology and Pathology apps: https://github.com/Project-MONAI/MONAILabel/tree/main/sample-apps

Please let us know

[jakubMitura14]

Sorry ! i forgot to post it setting python version 3.7 solved the issue for me 🙂

[diazandr3s]

Thanks for letting us know :)