Computational Complexity
Computer vision tasks often involve complex computations, such as image processing and feature extraction, which can be computationally intensive and require significant resources.
Real-Time Processing
Computer vision systems often need to process data in real-time, which can be challenging, especially for complex tasks like object detection and tracking.
Scene Understanding
Scene understanding is the ability to comprehend the context and relationships between objects within an image or video, which can be challenging due to the complexity of real-world scenes.
Adversarial Attacks
Adversarial attacks involve intentionally modifying data to deceive computer vision models, which can be challenging due to the need to develop robust models that can handle such attacks.