Qwen Image Edit Camera Control

🎬 AI-powered camera angle manipulation and batch processing for Qwen Image Edit

This project provides comprehensive camera angle control for images using the Qwen-Image-Edit-2509 model with camera angle LoRA adapters. It includes both a web interface and command-line tools for batch processing.

🌟 Features

• 🎯 Camera Angle Control: Rotate, zoom, tilt, and apply wide-angle effects
• 🚀 Batch Processing: Generate multiple camera angles from a single image
• 🖥️ Multiple Interfaces: Gradio web UI and command-line interface
• ⚡ Fast Inference: 4-step inference with optimized transformer
• 📊 Custom Configs: JSON configuration support for complex batch jobs

📋 System Requirements

Hardware

• GPU: CUDA-capable GPU recommended
• VRAM: 8GB+ recommended for 1024x1024 images
• Disk: 40GB+ available for model downloads

Software

• Python: 3.9+
• CUDA: 11.8+ (for GPU acceleration)

🛠️ Installation

1. Clone the Repository

git clone https://github.com/your-username/Qwen-Image-Edit-Angles.git
cd Qwen-Image-Edit-Angles

2. Create Virtual Environment

# Using conda (recommended)
conda create -n qwen-camera python=3.10
conda activate qwen-camera

# OR using venv
python -m venv qwen-camera
source qwen-camera/bin/activate  # On Windows: qwen-camera\Scripts\activate

3. Install Dependencies

pip install -r requirements.txt

4. Verify Installation

python -c "import torch; print(f'PyTorch: {torch.__version__}, CUDA: {torch.cuda.is_available()}')"

🚀 Quick Start

Web Interface

python app.py

Then open http://localhost:7860 in your browser.

Command-Line Interface

# Basic usage with default camera angles
python cli_camera.py --input image.jpg

# Process specific rotation angles
python cli_camera.py --input image.jpg --rotate -45 0 45 90

# Process from URL
python cli_camera.py --url https://example.com/image.jpg --output results/

# Generate all preset angles
python cli_camera.py --input image.jpg --preset all

📊 Common Use Cases

1. Product Photography

Generate multiple product shots from a single image:

python cli_camera.py --input product.jpg --rotate -45 -30 0 30 45 --move 3 6 --wide

2. Architectural Visualization

Create different architectural perspectives:

python cli_camera.py --input building.jpg --rotate -90 -45 0 45 90 --tilt -1 0 1

3. Portrait Photography

Generate various portrait angles:

python cli_camera.py --input portrait.jpg --rotate -15 0 15 --move 0 5 8

🔧 Custom Configuration

JSON Configuration File

Create a JSON configuration file for complex batch processing:

{
  "input_path": "image.jpg",
  "input_url": "",
  "output_dir": "output",
  "camera_configs": [
    {
      "rotate_deg": -90,
      "move_forward": 0,
      "vertical_tilt": 0,
      "wideangle": false,
      "seed": 42,
      "randomize_seed": false,
      "true_guidance_scale": 1.0,
      "num_inference_steps": 4,
      "height": 1024,
      "width": 1024
    },
    {
      "rotate_deg": 45,
      "move_forward": 5,
      "vertical_tilt": 1,
      "wideangle": true,
      "seed": 123,
      "randomize_seed": false,
      "true_guidance_scale": 1.5,
      "num_inference_steps": 6,
      "height": 1024,
      "width": 1024
    }
  ]
}

Then run:

python cli_camera.py --config my_config.json

CLI Parameters

📁 Output Structure

output/
├── 00_original.png          # Original input image
├── 01_rot_-45deg.png        # 45-degree left rotation
├── 02_move_3.png           # Forward movement
├── 03_tilt_-1.png          # Bird's eye view
├── 04_wide.png             # Wide angle lens
├── 05_rot_45deg_wide.png   # Combination effects
└── metadata.json           # Processing metadata

🤝 Citation

This project is a fork and extension of Qwen Image Edit Angles by linoyts.

Original Space: https://huggingface.co/spaces/linoyts/Qwen-Image-Edit-Angles

Core Models:

• Base Model: Qwen/Qwen-Image-Edit-2509
• LoRA: dx8152/Qwen-Edit-2509-Multiple-angles
• Transformer: Phr00t/Qwen-Image-Edit-Rapid-AIO

If you use this project in your research, please cite:

@software{qwen_image_edit_angles_2024,
  title={Qwen Image Edit Angles - Camera Control Extension},
  author={linoyts},
  year={2024},
  url={https://huggingface.co/spaces/linoyts/Qwen-Image-Edit-Angles}
}

📄 License

This project is licensed under the Apache License 2.0 - see the LICENSE file for details.

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

---

title: Qwen Image Edit Camera Control emoji: 🎬 colorFrom: indigo colorTo: pink sdk: gradio sdk_version: 5.49.1 app_file: app.py pinned: true license: apache-2.0 short_description: Fast 4 step inference with Qwen Image Edit 2509