The detection performance of AI camera detection systems under different weather conditions has received widespread attention, especially in adverse weather conditions such as rain, snow, fog, etc. Research has shown that these weather conditions may significantly affect the performance of camera systems.
Rainy days: In rainy days, water droplets may obstruct the AI Camera's line of sight, resulting in blurry images
Snowy days: In snowy days, snowflakes and snow accumulation may interfere with the AI Camera's perception ability. Thereby reducing the negative impact on object detection.
Foggy weather: In foggy weather, low visibility poses a challenge to the AI Camera System. The accuracy of object detection in foggy images will decrease due to perceptual loss and depth perception.