Safety parade, C&P Tel. Co., 12122

The automobile was first invented and perfected in Germany and France in the late 1890s. Americans quickly came to dominate the automotive industry after WWI. Throughout this initial era, the development of automotive technology was rapid. Hundreds of small manufacturers competing to gain the world's attention. Key developments included the electric ignition system, independent suspension, and four-wheel brakes. Transmissions and throttle controls were widely adopted and safety glass also made its debut. Henry Ford perfected mass-production techniques, and Ford, General Motors, and Chrysler emerged as the “Big Three” auto companies by the 1920s. Car manufacturers received enormous orders from the military during World War II, and afterward automobile production in the United States, Europe, and Japan soared.

During the administrations of Presidents Wilson, Harding, Coolidge, and Hoover, the National Photo Company supplied photographs of current news events in Washington, D.C., as a daily service to its subscribers. It also prepared sets of pictures on popular subjects and undertook special photographic assignments for local businesses and government agencies. The bulk of the images were created between 1909 and 1932. The photographic files of the National Photo Company, including an estimated 80,000 images (photographic prints and corresponding glass negatives), were acquired by the Library from its proprietor Herbert E. French in 1947.

This image dataset is generated from the world's largest public domain image archive. Made in two steps (manually curated set, and following image recognition), it comprises of more than 100,000 images of military ceremonies from different countries and times. All media is in the public domain, so there is no limitation on the dataset usage - educational, scientific, or commercial. Please contact us if you need a dataset like this, we may already have it, or, we can make one for you, often in 24 hours or less.

This collection is made of historic photographs of trucks that belong to the period before the end of World War I. Like every similar Picryl collection, this image set is made with aid of neural network image recognition. A manually picked dataset to train the machine was required first. Once trained, the AI made it possible to go through millions of images to find possible matches. Without this, extensive multi-sourced topical collections would be impossible to create. The image tagging process requires quality control to get rid of false-positive matches. Without human oversight, in this set, there would be false positive things on wheels such as carried artillery, horse carriages, and so on. GetArchive's goal is to deliver relevant results for every meaningful search request. Right now we collected 25 Million images to go through - please donate or subscribe to help us to accelerate this process!