kubric vs imaginAIry

kubric

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow. (by google-research)

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imaginAIry

Pythonic AI generation of images and videos (by brycedrennan)

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kubric		imaginAIry
	Project
6	Mentions	56
2,181	Stars	7,795
1.4%	Growth	-
6.7	Activity	9.2
about 1 month ago	Latest Commit	17 days ago
Jupyter Notebook	Language	Python
Apache License 2.0	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

kubric

Posts with mentions or reviews of kubric. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-22.

Synthetic image Generation
4 projects | /r/learnmachinelearning | 22 Mar 2023

Blender with add-ons (Kubric, BlenderProc)
FLiP Stack Weekly 28 Jan 2023
20 projects | dev.to | 30 Jan 2023
FLiP Stack Weekly 28-Jan-2023
20 projects | dev.to | 29 Jan 2023
Kubric: A scalable dataset generator
1 project | /r/machinelearningnews | 5 Nov 2022

Github: https://github.com/google-research/kubric
Are there any tools to generate images and labels from 3d models/games?
4 projects | /r/computervision | 27 Oct 2022

Blender addons like https://github.com/google-research/kubric and https://github.com/DLR-RM/BlenderProc
Kubric
1 project | news.ycombinator.com | 9 Mar 2022

imaginAIry

Posts with mentions or reviews of imaginAIry. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-22.

Show HN: Launch StableStudio local inference in one commmand
2 projects | news.ycombinator.com | 22 May 2023
imaginairy 12.0. diffusion upscaling, image shuffling, controlnet 1.1 for any SD 1.5 model
1 project | /r/StableDiffusion | 5 May 2023
I Used Stable Diffusion and Dreambooth to Create an Art Portrait of My Dog
7 projects | news.ycombinator.com | 16 Apr 2023

Stable Diffusion works fine on a CPU - on an AMD Ryzen 5700, approx 90s per image (and I believe comparable or faster on my old i7-6700). If you want to kick off a batch in the background while you work on something else, that's plenty fast. (I use: https://github.com/brycedrennan/imaginAIry).
ControlNet integrated with script-friendly imaginAIry
1 project | /r/StableDiffusion | 23 Feb 2023
What files would I edit to change features / make new features in Automatic 1111?
1 project | /r/StableDiffusion | 10 Feb 2023

Yeah, also, rather than messing around with the AUTO1111 UI, maybe learn some Python and how to use this library: https://github.com/brycedrennan/imaginAIry
Any way to install and use SD via command line instead of GUI?
3 projects | /r/StableDiffusion | 8 Feb 2023
Master hacker used “AI via command prompt” to ask what “after death looks like”
2 projects | /r/masterhacker | 8 Feb 2023

this is a real thing https://github.com/brycedrennan/imaginAIry
FLiP Stack Weekly 28 Jan 2023
20 projects | dev.to | 30 Jan 2023
FLiP Stack Weekly 28-Jan-2023
20 projects | dev.to | 29 Jan 2023
new in imaginAIry - animations!
1 project | /r/StableDiffusion | 28 Jan 2023

What are some alternatives?

When comparing kubric and imaginAIry you can also consider the following projects:

BlenderProc - A procedural Blender pipeline for photorealistic training image generation

CodeFormer - [NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

shell-genie - Your wishes are my commands

stable-diffusion - Latent Text-to-Image Diffusion

shite - The little hot-reloadin' static site maker from shell.

InvokeAI - InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.

com.unity.perception - Perception toolkit for sim2real training and validation in Unity

diffusionbee-stable-diffusion-ui - Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1 Mac. Comes with a one-click installer. No dependencies or technical knowledge needed.

CML_MLOps_ACE_Workshop

stable-diffusion-grpcserver - An implementation of a server for the Stability AI Stable Diffusion API

runlike - Given an existing docker container, prints the command line necessary to run a copy of it.

stable-diffusion-webui - Stable Diffusion web UI