The dataset contains a total of 11361 images in .jpg format for a total of 0.99 GB, the resolution of the images is 1280x720 (HD), and the weight per image is 56. 7 KB, the images were obtained from a closed circuit television CCTV free public access located in the city of Medellín Colombia consisting of 80 cameras located on the road, these images were captured during both night and day hours, The time range in which they were acquired is from 04/10/2022 to 28/10/2022 a total of 24 days, the format of the name of each image is "image (camera number)_(date format"AAAAMMDD")_( time format "hhmmss"), where (AAAA) is the year, (MM) is the month, (DD) is the day, (HH) is the 24-hour hour, (MM) is the minute and (SS) is the second. The file (annotations.pickle) corresponds to a file in .pickle format that contains the labels made to each image and corresponds to a single main variable of dictionary type where its main key is the name of the image (image2_20221004_054300.jpg), and the sub keys are (box), which contains a list of lists of bounding boxes, (clippings), presents a list of arrays containing clippings made to the image, (class), which contains a list of integer values representing the class to which corresponds the nth bounding box or clipping.