Ece gy 6143 - Study guides, Class notes & Summaries

Introduction to Machine Learning Problems: Convolutional Neural Networks Prof. Sundeep Rangan 1. Tensors. For each of the following datasets, describe how you would represent them as tensors. Specifically, give the shape of the tensors. (a) A batch of 100 color images, each image is 256 × 256. (b) A batch of 40 EEG recordings. Each EEG records has 80 channels of output at a sample rate of 240 Hz for 10 seconds. (c) A batch of 32 videos. Each video has a frame rate of 30 frames per secon...