الإنجليزية 1446
Mastering New Age Computer Vision
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ISBN رقم:
9789365898408
الناشر:
BPB Publications
الصفحات:
426
الوزن:
995 g
أبعاد المنتج:
19٫1 x 23٫5 x 24٫3 cm
غلاف الكتاب:
غلاف ورقی
Thema:
- Computer vision
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.
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