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Neural network computer vision with OpenCV 5 : build computer vision solutions using Python and DNN module / Gopi Krishna Nuti.

By: Material type: TextTextPublisher: New Delhi : BPB Publications, 2024Edition: 1st editionDescription: 266 pages : illustrations ; 24 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9789355516961
Subject(s): DDC classification:
  • 23 006.37 n.g.n.
Contents:
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.
Summary: 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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Holdings
Item type Current library Call number Copy number Status Date due Barcode Item holds
Books Books Media and mass communication Library C1 006.37 n.g.n C.1 Available MA0002523
Books Books Media and mass communication Library C1 006.37 n.g.n C.2 Available MA0003252
Total holds: 0

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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