A10345 - Automobiles of 1940s, Tekniska museet, Sweden

Things on Wheels from Tekniska museet. The Swedish National Museum of Science and Technology (Swedish: Tekniska museet) is a Swedish museum in Stockholm. It is Sweden’s largest museum of technology, and has a national charter to be responsible for preserving the Swedish cultural heritage related to technological and industrial history. Its galleries comprise around 10,000 square meters, and the museum attracts annually about 350, 000 visitors. The collections consist of more than 50,000 objects and artifacts, 600 shelf metres of archival records and documents, 200,000 drawings, 620,000 images and just over 50,000 books. The National Museum of Science and Technology also documents technologies, processes, stories and memoirs in order to preserve them for generations to come.

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.