Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Dedications -- Foreword -- Contributors -- Table of Contents -- Preface -- Part 1: Introduction to Detectron2 -- Chapter 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 -- Chapter 2: Developing Computer Vision Applications Using Existing Detectron2 Models -- Technical requirements -- Introduction to Detectron2's Model Zoo -- Developing an object detection application -- Getting the configuration file -- Getting a predictor -- Performing inferences -- Visualizing the results -- Developing an instance segmentation application -- Selecting a configuration file -- Getting a predictor -- Performing inferences -- Visualizing the results -- Developing a keypoint detection application -- Selecting a configuration file -- Getting a predictor -- Performing inferences -- Visualizing the results -- Developing a panoptic segmentation application -- Selecting a configuration file -- Getting a predictor -- Performing inferences -- Visualizing the results -- Developing a semantic segmentation application -- Selecting a configuration file and getting a predictor -- Performing inferences -- Visualizing the results -- Putting it all together -- Getting a predictor -- Performing inferences -- Visualizing the results -- Performing a computer vision task -- Summary…”

Materias: “…Computer vision…”

Materias: “…Computer vision…”

Materias: “…Computer vision…”

Materias: “…Computer vision…”

Materias: “…Computer vision…”

Materias: “…Computer vision…”

Materias: “…Computer vision…”

Materias: “…Computer vision…”

Materias: “…Visión intuitiva…”

Materias: “…Computer vision…”

Materias: “…Computer vision…”

Materias: “…Computer vision…”

Materias: “…Computer vision…”

Materias: “…Computer vision…”

Tabla de Contenidos: “…Chapter 1 Introduction to Computer Vision and Deep Learning -- Chapter 2 Nuts and Bolts of Deep Learning for Computer Vision -- Chapter 3 Image Classification using LeNet -- Chapter 4 VGGNet and AlexNext Networks -- Chapter 5 Object Detection Using Deep Learning -- Chapter 6 Facial Recognition and Gesture Recognition -- Chapter 7 Video Analytics Using Deep Learning -- Chapter 8 End-to-end Model Development -- Appendix…”

Materias: “…Computer vision…”

Tabla de Contenidos: “…Chapter 1: Introduction to Machine Learning -- Chapter 2: Neural Networks -- Chapter 3: Computer Vision on Raspberry Pi. …”

Materias: “…Computer vision…”

Materias: “…Computer vision…”