segmentation_models_3D
segmentation_models_3D copied to clipboard
ZFTurbo
Set of models for segmentation of 3D volumes
Hi, is it possible to modify this repo for instance segmentation? I would like to segment single class and differentiate objects in slices of 3D volume. please advise thank you
im getting this error while importing 'import segmentation_models_3D as sm'
Hello, the tensorflow-gpu2.8 version has been installed in my virtual environment. During the installation of your segmentation-models-3d, the tensorflow2.12 version will be downloaded to me automatically. tensorflow2.12 does not support...
I have TensorFlow version 2.12.0 and since Keras has been now a part of tensor flow, I am not installing Keras explicitly. The pip install command is running pretty well...
my input data has the shape of (118, 224, 224, 35), 118 3D nii images, width: 224, height: 224 and depth (#of slices) 35. My question is what would be...
Hello, I have the following environments: tensorflow==1.15.0 and keras==2.3.1 and python==3.6 When I try to run the basic line: model1 = sm.Unet('resnet34', encoder_weights='imagenet') I get this error: File "", line...
Hey, I'm trying to execute the program but as the program executes, it fails and i get this exception ``` Exception: URL fetch failure on https://github.com/ZFTurbo/classification_models_3D/releases/download/v1.0.4/resnet18_inp_channel_3_tch_0_top_False.h5: None -- [SSL: CERTIFICATE_VERIFY_FAILED]...
Hi, help please! :( I try to create a simple model like ``` import segmentation_models_3D as sm import os sm.set_framework('tf.keras') os.environ["KERAS_BACKEND"] = "tensorflow" model1 = sm.Unet(backbone_name="resnet50", input_shape=(32, 96, 96, 1),...
Hi ZFTurbo, It is very important to realize that backbones expects inputs between 0, 255. So I think that is a good idea to specify it in the `README.md` file,...