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ECE-GY 6143 introduction to Machine Learning Problems: Convolutional Neural Networks
Exam (elaborations) • 6
pages
• 2022
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...
ECE-GY 6143 introduction to Machine Learning Problems: Convolutional Neural Networks
Last document update:
ago
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...
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