In 2023 AI Fails to Reproduce Human Vision
Is the human eye something you’ve ever wondered about? The eye is a remarkable organ that significantly improves our ability to take in the world around us. Artificial intelligence (AI) vision systems that can keep up with human eyesight have been the focus of researchers and developers for many years. Yet, AI has a long way to go before replicating human vision.
How Do Our Eyes work?
Before exploring the boundaries of AI, let’s get a grasp on human eyesight. The eye consists of the cornea, the lens, the retina, and the optic nerve. Before reaching the retina, which is the layer of light-sensitive cells in the back of the eye, the light enters from the eye and gets focused by the cornea and the lens. After that, when the light reaches the eye, it passes by the retina. But before that, it passes through the optic nerve to the brain. The brain deciphers these signals to form the corresponding visual sensations.
Limits of Artificial Intelligence:
While AI has advanced, it still lacks the complexity of the human brain and eyes, which must get replicated by current systems. The following examples depict the most serious limitations:
Lack of Understanding of Context
A significant challenge for AI is comprehending its environment. AI has made great strides in object identification, but a way to go before it can understand what it sees. Although AIs can learn to identify dogs in photos, they may still need to understand that they make great companions or can get taught new behaviours.
Challenges with Visual Information Processing
The human brain is capable of processing a large amount of visual information. That’s a tough one for AIs to figure out. Artificial intelligence requires far more time to process information than the human brain.
Incapacity to Grow from Past Mistakes
The human mind is very plastic; one may get knowledge and abilities via life experiences. Yet AI systems can only learn what they have got programmed to learn. That is to say; they are utterly immune to the transformative effects of getting placed in unfamiliar environments.
Advances in artificial intelligence have been impressive, but its visual capabilities still pale compared to the human brain. Nonetheless, this cannot overcome the possibility that AI may one day have human-level vision capabilities. Researchers are constantly working to improve AI technology to meet these limitations.
We may marvel at the complexity and adaptability of the human visual system because, one day, AI can replicate it.