AI methodology

How historical photos come to life

From archival photography to short animation: process, quality control and rules limiting over-interpretation generated by AI models.

Process

Six stages of work

  1. 01

    Select a photo

    It's not only the strength of the frame that counts. The photo should have identifiable authorship, location, approximate time of taking and a context that can be described without speculation.

  2. 02

    Description verification

    Captions, information about the photograph, topography of the place and chronology are compared. Question marks remain visible - they are not turned into certainties.

  3. 03

    Image preparation

    The frame is technically cleaned and prepared for animation. If coloring is used, it remains a contemporary development and does not provide information about the actual colors of each element.

  4. 04

    Traffic generation

    Models such as Veo, Sora, Kling AI and local solutions propose movement of the camera, face, clothes and surroundings. Several variants are created, from which shots with deformations or behavior inconsistent with the frame are rejected.

  5. 05

    Installation and inspection

    The movement is shortened, organized and compared to the source photo. The inspection covers faces, hands, uniforms, direction of movement and architectural elements.

  6. 06

    Publication with marking

    Each scene receives a material status, photo caption, author, location and links to sources. The user should immediately know that they are watching an AI interpretation.

The most important boundary

The model does not remember the event

AI analyzes pixels and patterns learned during training. He doesn't know what happened a second before or after the photo was taken. A generated gesture, gaze or camera movement may be visually probable, but it does not become a historical fact.

Quality control

When material should not be published

Changes the meaning of the frame

The model adds an event, emotion or relationship between people that cannot be derived from a photo.

Deforms details

Weapons, uniforms, faces, hands, inscriptions, or architecture are transformed in a misleading manner.

Pretends to be a document

The way it is presented may suggest that the material is an authentic film from 1944, and the AI marking is invisible.

Full documentation

Check authors and sources

On the source page we describe what is confirmed, what remains an approximation and how to report corrections.

Go to sources