these images are Creative Commons; taken from on-bike footage from an action-camera (vivitar DVR 914HD) NAMING CONVENTIONS CATEGORIES AND SUBCATEGORIES each directory name represents a category; sub-directories are refinements of a category each directory may contain images for that category, and/or more sub-directories. The deeper an image is placed, the more accurately it is labeled. ORIENTATIONS AND COMPONENTS foo_of_bar - foo is a component of bar backleft_of_bar - backview view of bar frontright_of_bar - front-right view of bar in the 'motor_vehicle'category, 8 views of 'any vehicle' are given - then there are directories for specific types of vehicle, without the views these are seperate crops, so no information is repeated. view or category could be calculated without knowing the other. In the 'person' category, similar is done: there are 8-views of 'any type of person', then just 'front'&'back' views of 'man'/'woman' (i.e. accurate angle could be calculated independently of gender). 'front_of_man' really means front_left|front_right|front, and 'back_of_man' really means back|backleft|backright.