2 categories of high-resolution scene images (LSUN Churches and Bedrooms) totaling over 3 million samples processed for infinite horizontal synthesis. The data includes spatial latent codes and coordinate-based mappings designed to generate seamless panoramas of arbitrary width by connecting disparate image regions.
Use Cases
- Train generative models for infinite panorama synthesis using the spatial latent alignment features
- Perform seamless image outpainting by extending the coordinate-based latent space
- Evaluate spatial consistency in GANs using the provided latent-to-image alignment parameters
Strengths
- Includes spatial latent vectors mapped to specific image coordinates for LSUN Church and Bedroom datasets
- Supports synthesis of images with arbitrary aspect ratios using a continuous coordinate system
- Features high-resolution outputs at 1024-pixel height derived from the ICCV 2021 research