Top 3 Python large-image Projects

multidiffusion-upscaler-for-automatic1111

83 4,420 7.3 Python

Tiled Diffusion and VAE optimize, licensed under CC BY-NC-SA 4.0

Project mention: Stable Diffusion can't stop generating extra torsos, even with negative prompt. Any suggestions? | /r/StableDiffusion | 2023-12-11

sahi

11 3,553 6.6 Python

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Project mention: How to Detect Small Objects | dev.to | 2024-04-22

An alternative to this is to leverage existing object detection, apply the model to patches or slices of fixed size in our image, and then stitch the results together. This is the idea behind Slicing-Aided Hyper Inference!

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
localtileserver

1 278 8.2 Python

🌐 dynamic tile server for visualizing rasters in Jupyter with ipyleaflet or folium

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).