Add this service anywhere with the Hotpot API or self-hosted containers.
API access requires payment. Contact us for pricing.
No-code bulk creation is also available. Contact us for details.
Buy credits for commercial use.
Free images are limited by the CC BY-NC license.
For legal purposes, we store cryptographic hashes of generated graphics -- but not the graphics themselves. This allows us to identify graphics created with Hotpot.
This Hotpot AI service increases the resolution of images, game assets, and other raster graphics without compromising quality. Most images store data in a rigid and inflexible format, causing distortions when upscaling. With these kind of graphics, the only way to upscale resolution is to extrapolate from the original version and predict how the larger image might look, not unlike guessing how a person might look in 5 years or 10 years.
Machine learning researchers have achieved stunning progress in making these predictions more sophisticated and more accurate. We combined various advances from deep learning to produce an image super-resolution service optimized for different upscaling use cases. We maintain separate models for pixel art/anime and natural pictures like profile photos. We also targeted the common request of designers to generate high resolution game assets from low resolution samples.
For this service, pictures are not saved without user permission. For storage costs and user privacy, we only retain images for as long as necessary to run our machine learning models, and do not store photos beyond this.
Improve our AI by sharing poor results.
