Table of Contents
Preface
Part 1: Introduction to Detectron2
1
An Introduction to Detectron2 and Computer Vision Tasks
Technical requirements
Computer vision tasks
Object detection
Instance segmentation
Keypoint detection
Semantic segmentation
Panoptic segmentation
An introduction to Detectron2 and its architecture
Introducing Detectron2
Detectron2 architecture
Detectron2 development environments
Cloud development environment for Detectron2 applications
Local development environment for Detectron2 applications
Connecting Google Colab to a local development environment
Summary
2
Developing Computer Vision Applications Using Existing Detectron2 Models
Technical requirements
Introduction to Detectron2’s Model Zoo
Developing an object detection ...
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