camera-angle-variationlisted

# Camera Angle Variation Listings want front, three-quarter, side, back, top and detail. Most sellers have one photo. Generating the rest is the highest-value product photo workflow there is — and the one with the clearest failure mode. **Any angle that reveals a surface your references don't show will be invented.** The model doesn't know what the back looks like, so it makes one up, and it will be wrong. ## Two routes **`edit_image` camera angle adjustment** — modest reframing of the same shot. Good for small shifts, cheaper in composition terms because it preserves the scene. **Reference-based generation** — supply reference images covering the product, then generate a new view. Necessary for anything beyond a small shift. ``` generate_image( model="flux-2-pro", reference_images=[FRONT, SIDE, BACK, TOP], prompt="The same product, three-quarter view from the upper left, " "on pure white, soft even studio light, neutral white " "balance. Product unchanged — same label, shape and colour.", aspect_ratio="1:1", seed=8812 ) ``` `reference_images` accepts **up to 4 for images**. For angle work, use all four and choose them to cover the faces. ## What's recoverable from what | You have | Reliably generate | Risky | Invented | |---|---|---|---| | Front only | Slight rotation, tighter/wider crop | Three-quarter | Side, back, top | | Front + back | Both, plus slight rotations | Three-quarter | True side, top | | Front + side | Three-quarter betwee