Deep Learning Models

A collection of various deep learning architectures, models, & their implementations (PyTorch or TensorFlow) in Jupyter Notebooks.

Convolutional Neural Networks (CNN)

LeNet

Title	Dataset	Notebooks
LeNet-5	MNIST
LeNet-5	CIFAR-10

AlexNet

Title	Dataset	Notebooks
AlexNet	CIFAR-10

VGG-16

Title	Dataset	Notebooks
VGG-16	CIFAR-10

Network-in-Network (NiN)

Title	Dataset	Notebooks
NiN	CIFAR-10

GoogLeNet

Title	Dataset	Notebooks
GoogLeNet	CIFAR-10

ResNet

Title	Dataset	Notebooks
ResNet-18	CIFAR-10
ResNet-34	CIFAR-10
ResNet-50	CIFAR-10
ResNet-101	CIFAR-10
ResNet-152	CIFAR-10

MobileNet

Title	Dataset	Notebooks
MobileNet	CIFAR-10
MobileNet-V2	CIFAR-10
MobileNet-V3	CIFAR-10