ZenCtrl

ZenCtrl is a comprehensive toolkit designed to solve the core challenges in image generation. No need for fine-tuning, multi-view, high-resolution images can be generated from a single subject image. It can control shape, posture, camera angle and context, and is very suitable for product photography, fashionable try-ons and other scenarios. The toolkit will also publish APIs for easy integration and use.

Demand population:

"This product is suitable for creative workers, photographers, designers, etc. who need high-quality image generation. It can help users quickly generate visual content that meets their needs, saving time and cost."

Example of usage scenarios:

Product Photography: Generate multi-angle product images for e-commerce display.

Virtual try-on: Users can try on clothing or accessories online to enhance the shopping experience.

Advertising creativity: quickly generate visual content for advertising campaigns to improve creative efficiency.

Product Features:

Generate high-resolution images from a single image.

Maintain controls on the body shape, posture and camera angle.

Supports multi-scene generation to improve image diversity.

Provides image preprocessing functions, including background removal and segmentation.

Supports post-processing functions such as deblurring and color correction.

Integrated editing function, supports image repair and replacement.

In the future, video generation and higher resolution output will be supported.

Tutorials for use:

Cloning ZenCtrl code base: git clone https://github.com/FotographerAI/ZenCtrl.git

Create a virtual environment and activate: python -m venv venv, call venvScriptsactivate.bat

Install PyTorch and other dependencies: pip install -r requirements.txt

Download model weight: curl --create-dirs -L https://huggingface.co/fotographerai/ZenCtrl_tools/resolve/main/weights/zen2con_1440_17000/pytorch_lora_weights.safetensors -o weightszen2con_1440_17000pytorch_lora_weights.safetensors

Start Gradio application: python app/gradio_app.py