000			02564 a2200349 4500
001			11540
003			IN-BhIIT
005			20260806170045.0
008			260806b |||||||| |||| 00| 0 eng d
020			_a9781839213472 (paperback)
040			_aIN-BhIIT
041			_aeng
082			_a006.37 _bAYY/M
100			_aAyyadevara, V. Kishore, _eauthor. _928298
245			_aModern computer vision with PyTorch : _bexplore deep learning concepts and implement over 50 real-world image applications / _cV. Kishore Ayyadevara and Yeshwanth Reddy.
250			_a2nd edition.
260			_aBirmingham, UK : _bPackt Publishing Limited, _c2020.
300			_axxiv, 824 pages : _billustrations (chiefly color) ; _c24 cm.
505			_aArtificial 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.
520			_aThe 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.
650			_aComputer vision. _912427
650			_aDeep learning (Machine learning) _921147
650			_aNeural networks (Computer science) _96883
650			_aImage processing _xDigital techniques. _92008
650			_aPattern recognition systems. _91523
650			_aMachine learning.
650			_aArtificial intelligence. _9739
650			_aPyTorch (Computer file) _928299
650			_aOpenCV (Computer program) _928300
700			_aReddy, Yeshwanth, _eauthor. _928301
942			_cTRB
999			_c15673 _d15673