Qwen Edit Multiangle

Camera‑aware image editing with multi‑angle LoRA – rotate, tilt, zoom, or wide‑angle for quick, realistic edits.

Model Overview

A single‑image editor that understands camera motion. By supplying rotate_degrees, move_forward, vertical_tilt, and use_wide_angle sliders, the model generates a camera‑directive and then runs the Qwen‑Image‑Edit‑2509 pipeline in Lightning mode with the multi‑angle LoRA. The result keeps subjects, lighting, and textures consistent while applying the requested viewpoint change.

Best At

• Smooth orbital moves – easy to rotate around a subject.
• Dolly‑zoom and perspective changes – adjust framing with move_forward and use_wide_angle.
• Subtle tilts – low‑angle or top‑down shots via vertical_tilt.
• Fast generation – Lightning + LoRA give an 8‑step quick preview; set go_fast = false for a more detailed 40‑step pass.

Limitations / Not Good At

• Extremely large angles or extreme tilts can produce distortion or artifacting.
• Heavy style or content prompts may conflict with the camera directive, leading to hallucinations.
• Not designed for adding or removing objects; best for viewpoint changes.

Ideal Use Cases

• E‑commerce – rotate or zoom product shots for catalog pages.
• Portrait retouching – create low‑angle hero shots or top‑down angles.
• Scene re‑framing – change the camera viewpoint in photos of interiors or landscapes.
• Quick style tweaks – add lighting, film grain, or color‑grading after adjusting the camera.

Input & Output Format

Input: JSON with required image (URL or file path) and optional parameters such as prompt, camera sliders, aspect_ratio, output_format, etc.

Output: An array of image URLs (single string per result) pointing to the edited image.

Performance Notes

• Default go_fast = true gives an 8‑step Lightning run – roughly 5 × faster than the 40‑step base.
• Switching go_fast = false enables 40 steps for maximum detail at the cost of speed.
• Memory usage is moderate; a single image edit fits comfortably on a mid‑range GPU.
• Quality can be set with output_quality when using JPEG or WEBP.