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aoiandroid/Qwen-Image-Edit-2511-Multiple-Angles-LoRA

sourceHugging Faceapache-2.0updated 3mo agoView on Hugging Face

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Model Card

Qwen-Image-Edit-2511-Multiple-Angles-LoRA

Multi-angle camera control LoRA for Qwen-Image-Edit-2511 96 camera positions • Trained on 3000+ Gaussian Splatting renders • Built with fal.ai

Results

[image]

Highlights

Feature	Details
96 Camera Poses	4 elevations × 8 azimuths × 3 distances
3000+ Training Pairs	Massive dataset for maximum precision
Gaussian Splatting Data	High-quality 3D-consistent renders
Low-Angle Support	Proper low-angle (-30°) camera control
Extensively Tested	More iterations and quality checks

Camera System Diagrams

[image]

Why This LoRA?

This is the first multi-angle camera control LoRA for [Qwen-Image-Edit-2511](https://huggingface.co/Qwen/Qwen-Image-Edit-2511).

While Qwen-Image-Edit-2511 has built-in viewpoint capabilities, this LoRA provides:

—96 precise camera poses - Exact control over camera position
—3000+ training pairs - Massive dataset for maximum accuracy
—Gaussian Splatting data - 3D-consistent training for better spatial understanding
—Low-angle excellence - Proper support for ground-level and low camera positions (-30°)

Prompt Format

<sks> [azimuth] [elevation] [distance]

Quick Examples

<sks> front view eye-level shot medium shot
<sks> right side view high-angle shot close-up
<sks> back view low-angle shot wide shot
<sks> front-left quarter view elevated shot medium shot

96 Camera Positions

4 Elevations × 8 Azimuths × 3 Distances = 96 Poses

Azimuths (Horizontal Rotation)

                         0° 
                    (front view)
                         │
         315°            │            45°
    (front-left)         │       (front-right)
              ╲          │          ╱
               ╲         │         ╱
                ╲        │        ╱
   270° ─────────────── ● ─────────────── 90°
   (left side)        OBJECT         (right side)
                ╱        │        ╲
               ╱         │         ╲
              ╱          │          ╲
         225°            │            135°
     (back-left)         │       (back-right)
                         │
                        180°
                    (back view)

Angle	Descriptor
0°	`front view`
45°	`front-right quarter view`
90°	`right side view`
135°	`back-right quarter view`
180°	`back view`
225°	`back-left quarter view`
270°	`left side view`
315°	`front-left quarter view`

Elevations (Vertical Angle)

Angle	Descriptor	Description
-30°	`low-angle shot`	Camera below, looking up
0°	`eye-level shot`	Camera at object level
30°	`elevated shot`	Camera slightly above
60°	`high-angle shot`	Camera high, looking down

Distances

Factor	Descriptor	Usage
×0.6	`close-up`	Details, textures
×1.0	`medium shot`	Balanced, standard
×1.8	`wide shot`	Context, environment

All 96 Prompts Reference

CLOSE-UP (32 prompts)

<details> <summary>Click to expand</summary>

Low-angle (-30°)

<sks> front view low-angle shot close-up
<sks> front-right quarter view low-angle shot close-up
<sks> right side view low-angle shot close-up
<sks> back-right quarter view low-angle shot close-up
<sks> back view low-angle shot close-up
<sks> back-left quarter view low-angle shot close-up
<sks> left side view low-angle shot close-up
<sks> front-left quarter view low-angle shot close-up

Eye-level (0°)

<sks> front view eye-level shot close-up
<sks> front-right quarter view eye-level shot close-up
<sks> right side view eye-level shot close-up
<sks> back-right quarter view eye-level shot close-up
<sks> back view eye-level shot close-up
<sks> back-left quarter view eye-level shot close-up
<sks> left side view eye-level shot close-up
<sks> front-left quarter view eye-level shot close-up

Elevated (30°)

<sks> front view elevated shot close-up
<sks> front-right quarter view elevated shot close-up
<sks> right side view elevated shot close-up
<sks> back-right quarter view elevated shot close-up
<sks> back view elevated shot close-up
<sks> back-left quarter view elevated shot close-up
<sks> left side view elevated shot close-up
<sks> front-left quarter view elevated shot close-up

High-angle (60°)

<sks> front view high-angle shot close-up
<sks> front-right quarter view high-angle shot close-up
<sks> right side view high-angle shot close-up
<sks> back-right quarter view high-angle shot close-up
<sks> back view high-angle shot close-up
<sks> back-left quarter view high-angle shot close-up
<sks> left side view high-angle shot close-up
<sks> front-left quarter view high-angle shot close-up

</details>

MEDIUM SHOT (32 prompts)

<details> <summary>Click to expand</summary>

Low-angle (-30°)

<sks> front view low-angle shot medium shot
<sks> front-right quarter view low-angle shot medium shot
<sks> right side view low-angle shot medium shot
<sks> back-right quarter view low-angle shot medium shot
<sks> back view low-angle shot medium shot
<sks> back-left quarter view low-angle shot medium shot
<sks> left side view low-angle shot medium shot
<sks> front-left quarter view low-angle shot medium shot

Eye-level (0°) — Reference pose: front view eye-level shot medium shot

<sks> front view eye-level shot medium shot
<sks> front-right quarter view eye-level shot medium shot
<sks> right side view eye-level shot medium shot
<sks> back-right quarter view eye-level shot medium shot
<sks> back view eye-level shot medium shot
<sks> back-left quarter view eye-level shot medium shot
<sks> left side view eye-level shot medium shot
<sks> front-left quarter view eye-level shot medium shot

Elevated (30°)

<sks> front view elevated shot medium shot
<sks> front-right quarter view elevated shot medium shot
<sks> right side view elevated shot medium shot
<sks> back-right quarter view elevated shot medium shot
<sks> back view elevated shot medium shot
<sks> back-left quarter view elevated shot medium shot
<sks> left side view elevated shot medium shot
<sks> front-left quarter view elevated shot medium shot

High-angle (60°)

<sks> front view high-angle shot medium shot
<sks> front-right quarter view high-angle shot medium shot
<sks> right side view high-angle shot medium shot
<sks> back-right quarter view high-angle shot medium shot
<sks> back view high-angle shot medium shot
<sks> back-left quarter view high-angle shot medium shot
<sks> left side view high-angle shot medium shot
<sks> front-left quarter view high-angle shot medium shot

</details>

WIDE SHOT (32 prompts)

<details> <summary>Click to expand</summary>

Low-angle (-30°)

<sks> front view low-angle shot wide shot
<sks> front-right quarter view low-angle shot wide shot
<sks> right side view low-angle shot wide shot
<sks> back-right quarter view low-angle shot wide shot
<sks> back view low-angle shot wide shot
<sks> back-left quarter view low-angle shot wide shot
<sks> left side view low-angle shot wide shot
<sks> front-left quarter view low-angle shot wide shot

Eye-level (0°)

<sks> front view eye-level shot wide shot
<sks> front-right quarter view eye-level shot wide shot
<sks> right side view eye-level shot wide shot
<sks> back-right quarter view eye-level shot wide shot
<sks> back view eye-level shot wide shot
<sks> back-left quarter view eye-level shot wide shot
<sks> left side view eye-level shot wide shot
<sks> front-left quarter view eye-level shot wide shot

Elevated (30°)

<sks> front view elevated shot wide shot
<sks> front-right quarter view elevated shot wide shot
<sks> right side view elevated shot wide shot
<sks> back-right quarter view elevated shot wide shot
<sks> back view elevated shot wide shot
<sks> back-left quarter view elevated shot wide shot
<sks> left side view elevated shot wide shot
<sks> front-left quarter view elevated shot wide shot

High-angle (60°)

<sks> front view high-angle shot wide shot
<sks> front-right quarter view high-angle shot wide shot
<sks> right side view high-angle shot wide shot
<sks> back-right quarter view high-angle shot wide shot
<sks> back view high-angle shot wide shot
<sks> back-left quarter view high-angle shot wide shot
<sks> left side view high-angle shot wide shot
<sks> front-left quarter view high-angle shot wide shot

</details>

Files

File	Description
`qwen-image-edit-2511-multiple-angles-lora.safetensors`	LoRA weights
`comfyui-workflow-multiple-angles.json`	ComfyUI workflow

▶️ **Try it live on fal.ai**

Recommended Settings

—LoRA Strength: 0.8 - 1.0
—Base Model: Qwen/Qwen-Image-Edit-2511

Training Details

Parameter	Value
Training Platform	fal.ai Qwen Image Edit 2511 Trainer
Base Model	Qwen/Qwen-Image-Edit-2511
Training Data	3000+ Gaussian Splatting renders
Camera Poses	96 unique positions (4×8×3)
Data Source	Synthetic 3D renders with precise camera control
Dataset & Training	Built by Lovis Odin at fal

Tips for Best Results

1.Use the exact prompt format - <sks> trigger is essential
2.Respect the order - [azimuth] [elevation] [distance]
3.Start with LoRA strength 0.9 - Adjust based on results
4.Try low-angle shots - This LoRA excels at low camera positions (-30°)
5.Input image matters - Clear subjects with good lighting work best

Related Work

—Qwen-Image-Edit-2511 - Base model
—Flux-2-Multi-Angles-LoRA-v2 - Multi-angle for Flux (72 poses)
—next-scene-qwen-image-lora

Author

Built by Lovis Odin (@lovis93 • @odinlovis) at fal

Trained using fal Qwen Image Edit 2511 Trainer

If you find this useful, please star the repo!

Issues? Open a discussion in the Community tab