WebJun 30, 2024 · However, the performance of object detection methods could degrade rather significantly under challenging weather scenarios including rainy conditions. Despite … WebThis paper focuses on using data augmentation to improve the performance of Single Shot Multibox Detector (SSD) in rainy weather conditions. Data augmentation is applied by generating synthetic rain on a set of clear images to expand the dataset for training. The experimental results show that the performance of SSD model improves by up to 16.82% …
Using artificial intelligence to better predict severe weather
WebTo break these limitations, we pioneer a real, comprehensive, and well-annotated scene understanding dataset under rainy weather, named Rainy WCity. It covers various rain … WebVision based object detection is widely adopted because it is cost-effective and have a wide field-of-view. Unfortunately, current object detectors are not designed for adverse weather conditions. The performance of existing vision-based object detection methods, e.g. Mobileye, drops significantly under rainy conditions. new york lincolnshire uk
Fawn Creek Township, KS Weather Forecast AccuWeather
Weband computer vision to detect the multi-labels of weather and visual conditions with a unified method that can be easily used for practice. What has been achieved to-date is rather sectorial models that address limited number of labels that do not cover the wide spectrum of weather and visual conditions. WebJun 30, 2024 · However, the performance of object detection methods could degrade rather significantly under challenging weather scenarios including rainy conditions. Despite major advancements in the development of deraining approaches, the impact of rain on object detection has largely been understudied, especially in the context of autonomous driving. WebFeb 4, 2024 · Rain and snow are two of the major obstacles in processing the photograph captured in the outdoor bad weather conditions. Rain and snow will cause the performance of vision algorithm become worse. new york lingerie coupon codes