02564 a2200349 4500 11540 IN-BhIIT 20260806170045.0 260806b |||||||| |||| 00| 0 eng d 9781839213472 (paperback) IN-BhIIT eng 006.37 AYY/M Ayyadevara, V. Kishore, author. 28298 Modern computer vision with PyTorch : explore deep learning concepts and implement over 50 real-world image applications / V. Kishore Ayyadevara and Yeshwanth Reddy. 2nd edition. Birmingham, UK : Packt Publishing Limited, 2020. xxiv, 824 pages : illustrations (chiefly color) ; 24 cm. Artificial neural network fundamentals -- PyTorch fundamentals -- Building deep neural networks with PyTorch -- Introducing convolutional neural networks -- Transfer learning for image classification -- Practical aspects of image classification -- Object detection -- Advanced object detection -- Image segmentation -- Applications of object detection and segmentation -- Autoencoders and image manipulation -- Image generation using GANs -- Advanced GANs for image manipulation -- Training with minimal data points -- Combining computer vision and natural language processing -- Combining computer vision and reinforcement learning -- Moving computer vision models to production -- OpenCV utilities for image analysis. The book Modern Computer Vision with PyTorch is a practical guide to building deep learning applications for computer vision using the PyTorch framework. Covering more than fifty hands-on projects, it introduces neural networks, convolutional neural networks, transfer learning, object detection, image segmentation, GANs, image captioning, reinforcement learning, and deployment techniques. The book combines theoretical foundations with implementation examples, making it an excellent resource for students, researchers, and AI practitioners developing real-world computer vision systems. Computer vision. 12427 Deep learning (Machine learning) 21147 Neural networks (Computer science) 6883 Image processing Digital techniques. 2008 Pattern recognition systems. 1523 Machine learning. Artificial intelligence. 739 PyTorch (Computer file) 28299 OpenCV (Computer program) 28300 Reddy, Yeshwanth, author. 28301 TRB 15673 15673 0 0 ddc 0 0 SECS CLIITBBS CLIITBBS 2026-08-05 51 3407.24 0 006.37 AYY/M 11540 2026-08-05 00:00:00 4542.99 2026-08-05 TRB