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Mastering New Age Computer Vision
- Advanced techniques in computer vision object detection, segmentation, and deep learning
Engelsk Paperback
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Mastering New Age Computer Vision
- Advanced techniques in computer vision object detection, segmentation, and deep learning
Engelsk Paperback

431 kr
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6 - 8 hverdage

Om denne bog
This book explores cutting-edge computer vision techniques, starting with zero-shot and few-shot learning, DETR, and DINO for object detection. It covers advanced segmentation models like Segment Anything and Vision Transformers, along with YOLO and CLIP. Using PyTorch, readers will learn image regression, multi-task learning, multi-instance learning, and deep metric learning. Hands-on coding examples, dataset preparation, and optimization techniques help apply these methods in real-world scenarios. Each chapter tackles key challenges, introduces architectural innovations, and improves performance in object detection, segmentation, and vision-language tasks.
Product detaljer
Sprog:
Engelsk
Sider:
426
ISBN-13:
9789365898408
Indbinding:
Paperback
Udgave:
ISBN-10:
9365898404
Kategori:
Udg. Dato:
25 nov 2024
Længde:
24mm
Bredde:
197mm
Højde:
233mm
Forlag:
BPB Publications
Oplagsdato:
25 nov 2024
Forfatter(e):
Kategori sammenhænge