deep learning

A simple tutorial on sound classification

my experience of using different features, models to classify different sounds

Towards Understanding Regularization in Normalization Layers in Deep Neural Networks

Planet: Understanding the Amazon from Space (Kaggle)

Modified pre-trained ResNet, DenseNet and VGG to work with satellite image chips downloaded from Kaggle Labeled images with atmospheric conditions and various classes of land cover/land use with 90% accuracy using Amazon AWS and PyTorch