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Historical photograph from Charles Fox Dayton Ohio CollectionEsther Burd Fox
c. 1910s · 1/8 identified · Charles Fox Dayton Ohio Collection
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Charles Fox Dayton Ohio Collection · Personal Photos

8 people detected · 1 identified

c. 1910s ± 2 yearshigh confidence

AI Analysis

Estimated by AI — help us verify

Date Estimate — AI Estimated

circa 1918

Confidence: highRange: 1916–1920
1910s
85%
1920s
15%
AI Reasoning — AI Estimated

The combination of the middy blouse, voluminous 1910s hairstyles, and the factory setting strongly points to the late 1910s. This aligns perfectly with the WWI era (1917-1918) when many young women entered industrial work, and matches Esther Burd's age (approx. 18) and residence in the manufacturing hub of the Dayton, Ohio area.

Location Estimate — AI Estimated

Dayton, Ohio, United States

Confidence: high

Dayton, Ohio

Other possible locations
  • Arcanum, Ohio (low) [biographical] — Family resided here during the late 1910s, though it was less industrial than Dayton.
Scene — AI Estimated

A black and white photograph capturing a row of young women working at a long wooden table inside a factory. They are dressed in blouses and protective aprons, sorting or assembling small metal parts contained in wooden trays in front of them. The industrial setting features painted brick walls, wooden support pillars, and large windows providing natural light in the background.

Photo Detective Evidence — AI Estimated

Photo Detective Analysis

Print/Physical

Black and white gelatin silver print, typical of early 20th-century documentary or industrial photography

moderate (1910-1930)

Fashion/Grooming

Middy blouse (sailor collar) worn by the woman on the left, highly popular in the 1910s and early 1920s

strong (1910-1922)

Voluminous, piled-up hairstyles (transitional Gibson Girl style) on several women, typical of the 1910s before bobbed hair became dominant

strong (1910-1920)

Work aprons and pinafores worn over standard blouses

moderate (1910-1930)

Environment

Industrial factory setting with painted brick walls, large multi-pane windows, and wooden workbenches

moderate (1900-1930)

Technology

Manual assembly or sorting of small metal parts (possibly munitions, fuses, or light mechanical components) in wooden trays, consistent with WWI-era manufacturing

moderate (1914-1920)

Geographic Analysis

Location: Dayton, Ohio

Confidence: medium

Visual evidence

Industrial factory interior with wooden benches and large windows, typical of early 20th-century manufacturing plants.

Genealogical context

Esther Burd lived in Dayton and nearby Arcanum, Ohio between 1916 and 1920. Dayton was a major industrial center (home to NCR, Delco, and WWI war production factories) where a young woman would likely find this type of assembly work.

Missing child analysis

N/A - pre-marriage photo.

Subject Ages — AI Estimated

20, 20, 18, 20, 19, 22, 25, 20

Face Analysis — AI Estimated
  • Face 0: Age ~20, Female — Background left, blurry, dark hair.
  • Face 1: Age ~20, Female — Background left, blurry, light-colored blouse.
  • Face 2: Age ~18, Female — Foreground left, wearing a middy (sailor) blouse and white apron, dark hair pulled back, looking directly at the camera with a slight smile.
  • Face 3: Age ~20, Female — Background center, blurry.
  • Face 4: Age ~19, Female — Foreground center-left, voluminous dark hair piled high, wearing a white blouse/apron, looking directly at the camera.
  • Face 5: Age ~22, Female — Foreground center-right, light-colored blouse, hair pulled back, looking at the camera.
  • Face 6: Age ~25, Female — Foreground right, seen in profile, looking down at her hands working.
  • Face 7: Age ~20, Female — Foreground far right, dark hair, looking down at her work.
Group Composition — AI Estimated

Candid

8 people

Row of women seated side-by-side at a long factory workbench, some looking at the camera, others focused on their tasks.

Clothing & Attire — AI Estimated

The women are wearing practical workwear, mostly white aprons or pinafores over their daily clothes. The woman on the far left wears a distinctive middy blouse with a sailor collar, a very popular style for young women in the 1910s.

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