Neural network computer vision with OpenCV 5 : build computer vision solutions using Python and DNN module / Gopi Krishna Nuti.
Material type:
TextPublisher: New Delhi : BPB Publications, 2024Edition: 1st editionDescription: 266 pages : illustrations ; 24 cmContent type: - text
- unmediated
- volume
- 9789355516961
- 23 006.37 n.g.n.
| Item type | Current library | Call number | Copy number | Status | Date due | Barcode | Item holds |
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Books
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Media and mass communication Library C1 | 006.37 n.g.n | C.1 | Available | MA0002523 | ||
Books
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Media and mass communication Library C1 | 006.37 n.g.n | C.2 | Available | MA0003252 |
Includes bibliographical references and index.
1. Introduction to Computer Vision ‡ 2. Basics of Imaging ‡ 3. Challenges in Computer Vision ‡ 4. Classical Solutions ‡ 5. Deep Learning and CNNs ‡ 6. OpenCV DNN Module ‡ 7. Modern Solutions for Image Classification ‡ 8. Modern Solutions for Object Detection ‡ 9. Faces and Text ‡ 10. Running the Code ‡ 11. End‑to‑end Demo.
A practical guide to building intelligent computer vision systems using Python and OpenCV. Covers core techniques from morphological operations to deep learning with DNN frameworks, object detection (YOLO, SSD, R‑CNN), face/text recognition, and hands‑on code examples.:contentReference[oaicite:1]{index=1}
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