# Why are computer vision problems complex to solve?

Source: https://zilliz.com/ai-faq/why-are-computer-vision-problems-complex-to-solve
Author: zilliz

Computer vision problems are complex due to the variability and ambiguity in visual data. Factors like lighting, occlusion, perspective distortion, and background clutter can significantly impact the performance of vision algorithms. Extracting meaningful features from high-dimensional data and ensuring robustness across diverse conditions require advanced techniques, such as deep learning. Moreover, the computational demands of processing large datasets and training sophisticated models add to the complexity. These challenges make computer vision a highly interdisciplinary field requiring expertise in algorithms, data processing, and hardware optimization.