Resnet18
The classification variant of the ResNet18 architecture.
| Architecture Variable | Value |
|---|---|
| Key in architecture_dict | "3D.ResNet18" |
| 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