Super Resolution
Upscale your 360-degree panoramas up to 4x with AI-powered Real-ESRGAN technology
Super Resolution Comparison Preview
Super Resolution uses Real-ESRGAN, a powerful AI upscaling model, to enhance your panoramas while preserving seamless boundaries. Transform 4K images into rich 8K or 16K+ outputs with enhanced texture and visual depth.
Resolution Scaling
4096 x 2048
8 Megapixels
8192 x 4096
33 Megapixels
16384 x 8192
134 Megapixels
Key Features
AI-Powered Upscaling
Real-ESRGAN uses deep learning to intelligently upscale images, adding convincing detail and texture rather than simple interpolation blur.
Detail Enhancement
Enhance textures, sharpen edges, and recover fine details lost during compression or lower-resolution rendering.
Batch Processing
Upscale entire sequences or multiple panoramas in one operation. Perfect for video production workflows.
How It Works with Hexagonal Tiling
Seamless Boundary Preservation
Unlike standard upscalers that process the entire image at once, our system intelligently handles the equirectangular projection to maintain perfect 360-degree continuity.
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Tile-Aware Processing
Each hexagonal tile is upscaled with overlap awareness
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Edge Blending
Smooth transitions across tile boundaries
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Pole Handling
Special care for zenith and nadir regions
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Seamless Output
Perfect wrap-around at the horizontal seam
Hexagonal Upscaling Diagram
The hexagonal tiling system ensures consistent upscaling quality across the entire spherical projection.
Perfect For
VR Experiences
High resolution needed for immersive close-up viewing
Print Production
Large format prints require maximum resolution
Video Production
8K sequences for cinematic 360 content
Game Development
High-res skyboxes and environment maps
Pipeline Integration
Super Resolution integrates seamlessly into your workflow. Use it as the final step after AI diffusion processing, or apply it directly to existing panoramas.
Technical Specifications
| Model | Real-ESRGAN (NCNN implementation) |
| Scale Factors | 2x and 4x upscaling |
| Input Formats | PNG, JPEG, TIFF, EXR |
| Output Formats | PNG (16-bit), JPEG, TIFF |
| Max Output Resolution | 16384 x 8192 (Pro) |
| GPU Acceleration | NVIDIA CUDA / Vulkan |
| VRAM Usage | ~2-4 GB (tile-based processing) |
| Batch Processing | Yes, with progress tracking |
| Sequence Support | Yes, with temporal consistency |
| Availability | Pro Only |
Ready to Create?
Start building expressive 360° panoramic worlds today.