Computer Vision

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Setup

Applicable Libraries

Libraries

NameDescriptionLink

Linear algebra library for Python; foundation for Data Science in Python

numpy.org
PIL (Python Imaging Library)

Utilities for image manipulation.

pillow.readthedocs.io

Notes

Basics

Format

3 Dimensional Array: (1080, 1920, 3)

  • Pixel Height: 1080
  • Pixel Width: 1920
  • 3 intensity/grayscale channels representing colors, TBD by user/software

Color Mappings

RGB: 0-255

Training Data

File Hierarchy

test

category0

category0images

category1

category1images

categoryN

categoryNimages

train

category0

category0images

category1

category1images

categoryN

categoryNimages