Image Outpainting (Deadheads)
Description
Image Outpainting (Deadheads) is a project that focuses on completing the full body of the Deadhead character based on shoulder-level input. This is achieved using a GAN (Generative Adversarial Network) model trained on a dataset of Deadhead images.
Results during training
Installation
To use this project, follow these steps:
Clone the repository: git clone https://github.com/sid22669/Image_outpainting_Deadheads.git Install the required dependencies: pip install -r requirements.txt Run the prepare_data.py and then dataloader.py to prepare and load the data for training Download the pre-trained model checkpoints from this link https://drive.google.com/drive/folders/1D59U3jy0SXDOpVT6Skb3Bc_6HX3l-i1j?usp=share_link and place them in the checkpoints/ directory.
Contributing
Contributions to this project are welcome!