Computer Vision Projects with Pytorch: Design and Develop Production-Grade Models Kulkarni Akshay
Design and develop end-to-end, production-grade computer vision projects for real-world industry problems. And then it gives you a quick overview of the PyTorch libraries used in the book. This book discusses computer vision algorithms and their applications using PyTorch.The boo… Celý popis ↓
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Popis Computer Vision Projects with Pytorch: Design and Develop Production-Grade Models Kulkarni Akshay
Computer Vision Projects with Pytorch: Design and Develop Production-Grade Models Kulkarni Akshay
Design and develop end-to-end, production-grade computer vision projects for real-world industry problems. And then it gives you a quick overview of the PyTorch libraries used in the book. This book discusses computer vision algorithms and their applications using PyTorch.The book begins with the fundamentals of computer vision: convolutional neural nets, RESNET, YOLO, data augmentation, and other regularization techniques used in the industry.
The book covers image segmentation and an anomaly detection model. After that, it takes you through the implementation of image classification problems, object detection techniques, and transfer learning while training and running inference. And it discusses the fundamentals of video processing for computer vision tasks putting images into videos.
The book concludes with an explanation of the complete model building process for deep learning
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