ImageAI Documentation

ImageAI Documentation

Release 2.1.6 "Moses Olafenwa" "John Olafenwa"

May 08, 2021

Contents:

1 NOTE: ImageAI will switch to PyTorch backend starting from June, 2021

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2 Installing ImageAI

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2.1 Prediction Classes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9

2.2 Detection Classes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11

2.3 Video and Live-Feed Detection and Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16

2.4 Custom Training: Prediction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27

2.5 Custom Object Detection: Training and Inference . . . . . . . . . . . . . . . . . . . . . . . . . . . . 34

3 Indices and tables

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ImageAI Documentation, Release 2.1.6

ImageAI is a python library built to empower developers, reseachers and students to build applications and systems with self-contained Deep Learning and Computer Vision capabilities using simple and few lines of code. This documentation is provided to provide detailed insight into all the classes and functions available in ImageAI, coupled with a number of code examples. ImageAI is a project developed by Moses Olafenwa and John Olafenwa , the DeepQuest AI team.

Contents:

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