Uploaded on May 30, 2025
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What is Computer
Vision, and How is
it Used in AI
Applications?
Subtitle:
Understanding the Role of
Computer Vision in Modern AI
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Introduction to Computer
Vision
• Computer Vision is a field of
Artificial Intelligence (AI) that enables
machines to interpret and understand
visual information from the world.
• It mimics human sight by capturing,
processing, and analyzing images or
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How Computer Vision
Works
• Input: Images or video data
from cameras or sensors
• Processing: Uses AI models,
often deep learning (CNNs), to
extract meaningful features
• Output: Identifies objects,
patterns, or actions for decision-
making
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Key Components of Computer
Vision
• Image Classification – Identifying
what’s in an image
• Object Detection – Locating objects
within images
• Segmentation – Dividing images into
regions of interest
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• Facial Recognition – Detecting and
matching human faces
Tools & Technologies
• Frameworks: OpenCV,
TensorFlow, PyTorch
• Cloud Services: Azure
Computer Vision API, AWS
Rekognition, Google Vision AI
• Hardware: Cameras, GPUs,
edge devices
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Use Cases in Daily Life
• Facial unlock on smartphones
• Self-driving cars using vision for
navigation
• Social media platforms for photo
tagging
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Amazon Go)
Industrial Applications
• Healthcare: Medical imaging
diagnostics
• Manufacturing: Quality
inspection in production lines
• Agriculture: Monitoring crop
health
• Security: Surveillance and
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Computer Vision in Azure AI
• Azure offers robust tools like:
– Azure Computer Vision API for
image analysis
– Custom Vision for training tailored
models
– Azure Video Indexer for video
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analysis
Conclusion
• Computer Vision plays a vital role in
AI, enabling machines to "see" and
understand the world.
• Its applications span across industries,
driving innovation and automation.
• With cloud platforms like Azure,
implementing computer vision is more
accessible than ever.
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For More Information About
Artificial Intelligence
Address:- Flat no: 205, 2nd Floor,
Nilagiri Block, Aditya Enclave, Ameerpet,
Hyderabad-16
Ph. No: +91-998997107
www.visualpath.in
[email protected]
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Thank You
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