What are the limitations of image recognition technology?

What are the limitations of image recognition technology?

Image recognition technology has several limitations, including issues with accuracy, bias, and context understanding.

Can you explain how bias affects image recognition?

Bias in image recognition can occur due to unrepresentative training data, leading to misidentification or unfair treatment of certain groups.

What about the accuracy of image recognition in different lighting conditions?

Accuracy can significantly drop in poor lighting or when images are obscured, as the algorithms struggle to interpret the data.

Are there any ethical concerns related to image recognition?

Yes, ethical concerns include privacy issues, surveillance, and the potential for misuse in law enforcement.

How can these limitations be addressed?

Addressing these limitations involves improving training datasets, enhancing algorithms, and implementing ethical guidelines.