How can we, as 3D designers/artists, integrate AI into our work?

• stable-diffusion-webui

  2,808 129,299 9.9 Python

  Stable Diffusion web UI

There is so much out there, changing every day, evolving fast. Just go out and test. Always a good option. Most of it requires a 3D card with at minimum 4GB of vram. Most of it, if not all, is open source and relatively easy to get the hang. Automatic1111 SD UI is here -> https://github.com/AUTOMATIC1111/stable-diffusion-webui For installation just scroll down to Automatic Installation on Windows. Make sure you install controlnet from plugins, it's integral these days, you'll see. Youtube will get you sorted on configuring, using controlnet, prompt stuff, etc. For inspiration on prompts visit places like prompthero, lexica.art, etc.

• hdr-expandnet

  1 190 10.0 Python

  Training and inference code for ExpandNet

Another magical is a group of tools called SDR2HDR, one good example is here -> https://github.com/dmarnerides/hdr-expandnet but there are a ton more.

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• chaiNNer

  46 4,057 9.8 Python

  A node-based image processing GUI aimed at making chaining image processing tasks easy and customizable. Born as an AI upscaling application, chaiNNer has grown into an extremely flexible and powerful programmatic image processing application.

  

While at it, check out ChaiNNer -> https://github.com/chaiNNer-org/chaiNNer

• civitai

  639 5,606 10.0 TypeScript

  A repository of models, textual inversions, and more

  

For models here is my list of most useful, google each one and download safetensors or checkpoints from hugging face: realisticVisionV20_v20.safetensors ; Deliberate_v2.safetensors ; redshift-diffusion-v1.ckpt ; mdjrny-v4.ckpt ; braBeautifulRealistic_brav5.safetensors ; etc. There is a ton more, including ones trained on 3D output only. Find it all on civitai.com.

• Deep-HdrReconstruction

  1 125 10.0 Python

  Official PyTorch implementation of "Single Image HDR Reconstruction Using a CNN with Masked Features and Perceptual Loss" (SIGGRAPH 2020)

Literally, right there just read the project. You can also search github for more. Here's another one: https://github.com/marcelsan/Deep-HdrReconstruction

• 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.

  

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