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	---
	license: apache-2.0
	base_model: Qwen/Qwen-Image-Edit-2511
	tags:
	- qwen
	- qwen-image-edit
	- qwen-image-edit-2511
	- lora
	- multi-angle
	- camera-angles
	- camera-control
	- image-editing
	- image-to-image
	- gaussian-splatting
	- diffusers
	- fal
	language:
	- en
	pipeline_tag: image-to-image
	library_name: diffusers
	---

	# 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](https://fal.ai)

	---

	## Results

	![Camera Animation Results](all_animations_combined.gif)

	---

	## 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

	![All 96 Poses](poses_96_animated.gif)

	![Distance Comparison](poses_96_distance_comparison.png)

	---

	## 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](https://fal.ai/models/fal-ai/qwen-image-edit-2511-multiple-angles)

	---

	## Recommended Settings

	- LoRA Strength: 0.8 - 1.0
	- Base Model: [Qwen/Qwen-Image-Edit-2511](https://huggingface.co/Qwen/Qwen-Image-Edit-2511)

	---

	## Training Details

	\| Parameter \| Value \|
	\|-----------\|-------\|
	\| Training Platform \| [fal.ai Qwen Image Edit 2511 Trainer](https://fal.ai/models/fal-ai/qwen-image-edit-2511-trainer) \|
	\| Base Model \| [Qwen/Qwen-Image-Edit-2511](https://huggingface.co/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](https://huggingface.co/Qwen/Qwen-Image-Edit-2511) - Base model
	- [Flux-2-Multi-Angles-LoRA-v2](https://huggingface.co/lovis93/Flux-2-Multi-Angles-LoRA-v2) - Multi-angle for Flux (72 poses)
	- [next-scene-qwen-image-lora](https://huggingface.co/lovis93/next-scene-qwen-image-lora)

	---

	## Author

	Built by Lovis Odin ([@lovis93](https://huggingface.co/lovis93) • [@odinlovis](https://x.com/odinlovis)) at [fal](https://fal.ai)

	Trained using [fal Qwen Image Edit 2511 Trainer](https://fal.ai/models/fal-ai/qwen-image-edit-2511-trainer)

	---

	If you find this useful, please star the repo!

	Issues? Open a discussion in the Community tab