Mastering New Age Computer Vision : Advanced techniques in computer vision object detection, segmentation, and deep learning (English Edition)
Description: Mastering New Age Computer Vision is a comprehensive guide that explores the latest advancements in computer vision, a field that is enabling machines to not only see but also understand and interpret the visual world in increasingly sophisticated ways, guiding you from foundational con...
Uloženo v:
| Hlavní autor: | |
|---|---|
| Médium: | Livre numérique |
| Jazyk: | Anglais |
| Vydáno: |
New Delhi :
BPB Publications
2025.
Paris : Cyberlibris |
| On-line přístup: | Accès Université d'Orléans et IFPM |
| Poznámka: |
Couverture. https://static2.cyberlibris.com/books_upload/136pix/9789365898408.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Mastering New Age Computer Vision, Advanced techniques in computer vision object detection, segmentation, and deep learning (English Edition), Zonunfeli Ralte, New Delhi, BPB Publications, 2025, 1 vol. (501 p.), 978-93-6589-840-8 |
Obsah:
- 1. Evolution of New Age Computer Vision Models2. Image Processing with PyTorch3. Designing of Advanced Computer Vision Techniques4. Designing Superior Computer Vision Techniques5. Advanced Object Detection with FPN, RPN, and DetectoRS6. Multi-instance Learning7. More Advanced Multi-instance Learning8. Beyond Classical Segmentation Panoptic Segmentation with SAM9. Crafting Deep Metric Learning in Embedding Space10. Navigating the Realm of Metric Learning11. Multi-tasking with Multi-task Learning12. Fine-grained Bilinear CNN13. The Rise of Self-supervised Learning14. Advancements in Computer Vision Landscape