What is computer vision ?
Computer vision is a field of artificial intelligence (AI) that enables computers and systems to derive meaningful information from digital images, videos and other visual inputs — and take actions or make recommendations based on that information. If AI enables computers to think, computer vision enables them to see, observe and understand.
Computer vision works much the same as human vision, except humans have a head start. Human sight has the advantage of lifetimes of context to train how to tell objects apart, how far away they are, whether they are moving and whether there is something wrong in an image.
Computer vision works much the same as human vision, except humans have a head start. Human sight has the advantage of lifetimes of context to train how to tell objects apart, how far away they are, whether they are moving and whether there is something wrong in an image.
Market : The Global Computer Vision Market Size was valued at USD 11.7 billion in 2021. The market is growing at a CAGR of 6.9% from 2021 to 2030; North America is expected to grow the fastest during the forecast period
Applications Of Computer Vision
Major applications of Computer Vision- CV In Self-Driving Cars
- CV In Self-Driving Cars
- CV In Augmented Reality & Mixed Reality
- CV In Healthcare
- Challenges of Computer Vision
- Drone
- Object Classification
- Object Identification
- Object Verification
- Object Detection
- Object Landmark Detection
- Object Segmentation
- Object Recognition
- Video motion analysis
- In image segmentation
- Scene reconstruction
- In image restoration
Challenges
- Suboptimal Hardware Implementation
- Underestimating the Volume and Costs of Required Computing Resources
- Short Project Timelines
- Lack of Quality Data
- Inadequate Model Architecture Selection