Bulldozer contractor's car. Western Washington, Lewis County, near Vader. See general caption number 41

Born in Hoboken, New Jersey in 1895, Dorothea Lange contracted polio as a young girl. She learned professional photography skills while working in New York in her early 20s, and then landed in San Francisco where she ran a portrait business catering to the city's wealthy elite. Her second husband, Paul Taylor, helped her to get out into the fields with the destitute pickers, who she'd treat like portrait subjects with empathy and identification with her subjects. When the Depression hit, she captured crowded breadlines. In the late 1930s Dorothea Lange had been hired by the photographic unit of the Farm Security Administration - to photograph Dust Bowl refugees escaped into California from the Midwest and her images went far beyond bureaucratic reportage. A skilled portraitist, Lange might not have been able to change government policies, but her images for the FSA were picked up by newspapers across the country. John Steinbeck used them for inspiration in his 1939 Dust Bowl tale "The Grapes of Wrath."

We at GetArchive are exploring new methods of image metadata augmentation and verification. Our goal is to make it possible to find images on any topic. In particular, we are trying to verify and fix historic periodization. This collection is made of historic photographs of automobiles that look as if they were taken in the 1940s. The collection is made with aid of a neural image recognition network dealing with the whole image composition rather than with the car model - some cars may be dated incorrectly. Although, while this method is surprisingly good for the purpose of dating and tagging, a certain percentage of images (less than 8%) may not represent automobile, but other vehicle type or visually similar object. Naturally, our next step should be creating numerous datasets for a particular car years&models, but as of September 2022, we found no use to justify the effort.