Description: 1. Introduction 2. Neural Networks and Backpropagation 3. Convolutional Neural Networks 4. Graph Convolutional Networks 5. Recurrent Neural Networks 6. Deep Reinforcement Learning 7. Lightweight Deep Learning 8. Knowledge Distillation 9. Progressive and Compressive Deep Learning 10. Representation Learning and Retrieval 11. Object Detection and Tracking 12. Semantic Scene Segmentation for Robotics 13. 3D Object Detection and Tracking 14. Human Activity Recognition 15. Deep Learning for Vision-based Navigation in Autonomous Drone Racing 16. Robotic Grasping in Agile Production 17. Deep learning in Multiagent Systems 18. Simulation Environments 19. Biosignal time-series analysis 20. Medical Image Analysis 21. Deep learning for robotics examples using OpenDR
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EAN: 9780323857871
UPC: 9780323857871
ISBN: 9780323857871
MPN: N/A
Book Title: Deep Learning for Robot Perception and Cognition b
Item Length: 23.5 cm
Item Weight: 0.45 kg
Number of Pages: 450 Pages
Language: English
Publication Name: Deep Learning for Robot Perception and Cognition
Publisher: Elsevier Science & Technology
Publication Year: 2022
Subject: Engineering & Technology, Computer Science
Item Height: 235 mm
Type: Textbook
Author: Alexandros Iosifidis, Anastasios Tefas
Subject Area: Mechanical Engineering
Item Width: 191 mm
Format: Paperback
