ResNet-Implementation

Implementation of Residual Network using TensorFlow v2. Dependencies: TensorFlow v2, numpy, matplotlib, h5py (for the handsigns dataset).

References:

Original paper: Deep Residual Learning for Image Recognition, He et. al. (2015) Additional support: Coursera Deep learning specialization (Convolutional Neural Network)

Dataset:

1. SIGNS

2. Cifar-10 Dataset

Accuracy on Cifar-10 dataset after 200 iterations:

Test set accuracy ~85%