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Part of the client guide: AI Product Digital Twin — Client Asset Requirements
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Objective: Create campaign-ready editorial imagery while preserving the real FELCO 2—not merely generating a visually similar pair of pruning shears.
The first material contained 14 clean, white-background photographs covering the complete tool, both faces, several positions, and mechanical details. This was enough for the model to recognize the product category and overall appearance.
However, the first editorial test exposed an important limitation: the result looked plausible at a glance, but it blended details from opposite faces, altered proportions, simplified the fasteners, and introduced markings in locations where they do not exist.
| Iteration | Reference improvement | Accuracy gained |
|---|---|---|
| 1. General reference set | Full-product views from multiple angles | Recognizable product, colors, and general silhouette |
| 2. Dimensional specification | Added the verified 215 mm overall length, 55 mm blade, 30 mm depth, 25 mm cutting capacity, and 251 g weight | More realistic scale and proportion |
| 3. Face separation | Grouped the gear side and the “FELCO 2 / SWISS MADE” side as distinct identities | Prevented engravings and mechanisms from migrating between sides |
| 4. Official master views | Added high-resolution, complete product references | Stronger control of silhouette, handle curvature, blade geometry, and component placement |
| 5. Critical-detail close-ups | Added extreme close-ups of the gear, stepped hub, slots, and faceted fastener heads | Prevented bolts from being simplified into generic smooth circles |
| 6. Reference hierarchy | Defined which image controls silhouette, which controls the visible face, and which controls hardware details | Produced a more consistent and repeatable editorial result |

Initial FELCO 2 editorial generation
Measurements and a broad reference set improved realism, but the model still blended face-specific details and interpreted some geometry too freely.

FELCO 2 generation after separating the gear side
Restricting the generation to the adjustment-gear side reduced engraving migration and improved the placement of the visible mechanisms.

FELCO 2 generation using the official full-product master
The high-resolution full-product master strengthened blade geometry, handle curvature, opening angle, spring position, and the overall relationship between components.

Final FELCO 2 digital twin editorial generation