Qwen Image Edit 2511 Multiple Angles LoRA

--- 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  --- ## 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   --- ## 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 ``` [azimuth] [elevation] [distance] ``` ### Quick Examples ``` front view eye-level shot medium shot right side view high-angle shot close-up back view low-angle shot wide shot 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) Click to expand **Low-angle (-30°)** ``` front view low-angle shot close-up front-right quarter view low-angle shot close-up right side view low-angle shot close-up back-right quarter view low-angle shot close-up back view low-angle shot close-up back-left quarter view low-angle shot close-up left side view low-angle shot close-up front-left quarter view low-angle shot close-up ``` **Eye-level (0°)** ``` front view eye-level shot close-up front-right quarter view eye-level shot close-up right side view eye-level shot close-up back-right quarter view eye-level shot close-up back view eye-level shot close-up back-left quarter view eye-level shot close-up left side view eye-level shot close-up front-left quarter view eye-level shot close-up ``` **Elevated (30°)** ``` front view elevated shot close-up front-right quarter view elevated shot close-up right side view elevated shot close-up back-right quarter view elevated shot close-up back view elevated shot close-up back-left quarter view elevated shot close-up left side view elevated shot close-up front-left quarter view elevated shot close-up ``` **High-angle (60°)** ``` front view high-angle shot close-up front-right quarter view high-angle shot close-up right side view high-angle shot close-up back-right quarter view high-angle shot close-up back view high-angle shot close-up back-left quarter view high-angle shot close-up left side view high-angle shot close-up front-left quarter view high-angle shot close-up ``` ### MEDIUM SHOT (32 prompts) Click to expand **Low-angle (-30°)** ``` front view low-angle shot medium shot front-right quarter view low-angle shot medium shot right side view low-angle shot medium shot back-right quarter view low-angle shot medium shot back view low-angle shot medium shot back-left quarter view low-angle shot medium shot left side view low-angle shot medium shot front-left quarter view low-angle shot medium shot ``` **Eye-level (0°)** — Reference pose: `front view eye-level shot medium shot` ``` front view eye-level shot medium shot front-right quarter view eye-level shot medium shot right side view eye-level shot medium shot back-right quarter view eye-level shot medium shot back view eye-level shot medium shot back-left quarter view eye-level shot medium shot left side view eye-level shot medium shot front-left quarter view eye-level shot medium shot ``` **Elevated (30°)** ``` front view elevated shot medium shot front-right quarter view elevated shot medium shot right side view elevated shot medium shot back-right quarter view elevated shot medium shot back view elevated shot medium shot back-left quarter view elevated shot medium shot left side view elevated shot medium shot front-left quarter view elevated shot medium shot ``` **High-angle (60°)** ``` front view high-angle shot medium shot front-right quarter view high-angle shot medium shot right side view high-angle shot medium shot back-right quarter view high-angle shot medium shot back view high-angle shot medium shot back-left quarter view high-angle shot medium shot left side view high-angle shot medium shot front-left quarter view high-angle shot medium shot ``` ### WIDE SHOT (32 prompts) Click to expand **Low-angle (-30°)** ``` front view low-angle shot wide shot front-right quarter view low-angle shot wide shot right side view low-angle shot wide shot back-right quarter view low-angle shot wide shot back view low-angle shot wide shot back-left quarter view low-angle shot wide shot left side view low-angle shot wide shot front-left quarter view low-angle shot wide shot ``` **Eye-level (0°)** ``` front view eye-level shot wide shot front-right quarter view eye-level shot wide shot right side view eye-level shot wide shot back-right quarter view eye-level shot wide shot back view eye-level shot wide shot back-left quarter view eye-level shot wide shot left side view eye-level shot wide shot front-left quarter view eye-level shot wide shot ``` **Elevated (30°)** ``` front view elevated shot wide shot front-right quarter view elevated shot wide shot right side view elevated shot wide shot back-right quarter view elevated shot wide shot back view elevated shot wide shot back-left quarter view elevated shot wide shot left side view elevated shot wide shot front-left quarter view elevated shot wide shot ``` **High-angle (60°)** ``` front view high-angle shot wide shot front-right quarter view high-angle shot wide shot right side view high-angle shot wide shot back-right quarter view high-angle shot wide shot back view high-angle shot wide shot back-left quarter view high-angle shot wide shot left side view high-angle shot wide shot front-left quarter view high-angle shot wide shot ``` --- ## 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** - ` ` 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