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Resnet50

The classification variant of the ResNet50 architecture.

Architecture Variable Value
Key in architecture_dict "3D.ResNet50"
Input_shape (64, 64, 64)
Standardization "grayscale"
Reference - Implementation

Solovyev, Roman & Kalinin, Alexandr & Gabruseva, Tatiana. (2021).
3D Convolutional Neural Networks for Stalled Brain Capillary Detection.
https://github.com/ZFTurbo/classification_models_3D

Reference - Publication

Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun. 10 Dec 2015. Deep Residual Learning for Image Recognition.
https://arxiv.org/abs/1512.03385