README.md

---
license: creativeml-openrail-m
language:
- en
tags:
- flux
- flux.2
- flux-lora
- lora
- multi-angle
- camera-angles
- image-to-image
- fal-ai
base_model: black-forest-labs/FLUX.2-dev
pipeline_tag: image-to-image
---

# 🎬 Flux 2 Multi-Angles LoRA v2

> **Control camera angles with 72 unique positions - Trained with [fal.ai](https://fal.ai)**

## 🖼️ Results

| Input → Output | Input → Output | Input → Output |
|----------------|----------------|----------------|
| ![Result 1](result01.png) | ![Result 2](result02.png) | ![Result 3](result03.png) |

![72 Poses Demo](poses_72_animated.gif)

---

## 🎯 Prompt Format

```
<sks> [view] [elevation] shot [distance]
```

### Quick Examples

```
<sks> front view eye-level shot close-up
<sks> right side view high-angle shot medium shot
<sks> back view overhead shot wide shot
```

### All 72 Prompts Reference

![72 Poses Prompts](poses_72_prompts.png)

---

## 📦 Files

| File | Use Case |
|------|----------|
| `flux-multi-angles-v2-72poses-fal.safetensors` | [fal.ai](https://fal.ai) |
| `flux-multi-angles-v2-72poses-comfy.safetensors` | ComfyUI |

▶️ [Try it live on fal.ai](https://fal.ai/models/fal-ai/flux-2-lora-gallery/multiple-angles/playground)

---

## ⚙️ Settings

- **LoRA Strength**: 0.8 - 1.0
- **Base Model**: FLUX.2-dev

---

## 📐 72 Camera Positions

**8 Azimuths** × **9 Elevations** × **3 Distances** = **72 Poses**

| Azimuths | Elevations | Distances |
|----------|------------|-----------|
| front, front-right quarter, right side, back-right quarter, back, back-left quarter, left side, front-left quarter | eye-level, low-angle, mid-low, mid-angle, high-mid, high-angle, steep-mid, steep-angle, overhead | close-up, medium, wide |

![Camera Positions](poses_72_hemisphere.png)

---

## 💡 Inspiration

This project was inspired by:
- My previous work [next-scene-qwen-image-lora](https://huggingface.co/lovis93/next-scene-qwen-image-lora-2509)
- [dx8152/Qwen-Edit-2509-Multiple-angles](https://huggingface.co/dx8152/Qwen-Edit-2509-Multiple-angles)

I wanted to document how to properly create a dataset for camera angle control and apply it to Flux.2.

---

## 👤 Author

Created by **[@lovis93](https://huggingface.co/lovis93)** • Trained with [**fal.ai**](https://fal.ai)

**⭐ If you find this useful, please star!**