Implementation of Resnet Reaerch Paper in PyTorch

The research paper can be accessed from here https://arxiv.org/pdf/1512.03385v1.pdf

The dataset used here is CIFAR10

The accuracy of the model are as folows:

MODEL	ACCURACY
ResNet18	91.89
ResNet34	92.77
ResNet50	86.96
RedNet101	85.56
ResNet152	84.65

Requirements

PyTorch 1.0+ and Python 3.6+

Further Work

Implement the same on other datasets like ImageNet, MNIST, COCO. And try to improve the accuracy of the models generated