深度学习之PyTorch物体检测实战 = Object detection by deep learning: core technologies and practices
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Main Authors: | |
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Published: |
机械工业出版社
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Publisher Address: | 北京 |
Publication Dates: | 2020 |
Literature type: | Book |
Language: | Chinese |
Subjects: | |
Carrier Form: | 12,267页: 图 ; 24cm |
ISBN: | 978-7-111-64174-2 |
Index Number: | TP181 |
CLC: | TP181 |
Call Number: | TP181/4134-1 |
Contents: | 本书共10章,涵盖的主要内容有物体检测与PyTorch框架基础概念与背景知识;PyTorch基础知识;基础卷积网络Backbone;两阶经典检测器Faster RCNN;单阶多层检测器SSD;单阶经典检测器YOLO;模型加速之轻量化网络;物体检测细节处理;物体检测难点问题;物体检测的未来发展。 |