Below, you will find a comprehensive selection of resources and links, providing in-depth knowledge on AI applications in Architecture, Engineering, Construction, and Operation and Maintenance (AECO). This collection encompasses a range of information, including AI frameworks, case studies, tools, and links to cutting-edge practices to help your AI projects.
AI Framework and Use Cases
- Artificial Intelligence Singapore - https://www.imda.gov.sg/about-imda/research-and-statistics/sgdigital/tech-pillars/artificial-intelligence
- AI Governance Testing Framework & Toolkit - https://go.gov.sg/aiverify-primer
- AI Governance Framework - https://go.gov.sg/AI-gov-MF-2
- Compendium of Use Cases - https://file.go.gov.sg/ai-gov-use-cases-2.pdf
- Singapore: IMDA consults on Model AI Governing Framework for Generative AI - https://www.dataguidance.com/news/singapore-imda-consults-model-ai-governing-framework
AUTOMATIC1111/stable-diffusion-webui/ControlNet
- ControlNet Models - https://huggingface.co/lllyasviel/ControlNet-v1-1/tree/main
- ComfyUI for Stable Diffusion - https://www.youtube.com/watch?v=6VIuXb-be0o
- Installation Guides - https://www.integrations.space/2024/01/automatic1111-and-controlnet.html
Autodesk
- ACC meets GPT - https://www.autodesk.com/autodesk-university/de/class/Autodesk-Construction-Cloud-Meets-GPT-A-Knowledge-Revolution-2023
- Autodesk AI - https://adsknews.autodesk.com/es/pressrelease/introducing-autodesk-ai/
- Autodesk AI and Data Model API for AECO - https://adsknews.autodesk.com/en/news/ai-data-usher-in-future-for-aec/
- Dynamo BIM - https://primer.dynamobim.org/
- Generative Design Primer - https://www.generativedesign.org/
- Generative Design Good Process - https://www.generativedesign.org/01-introduction/01-02_generative-design/01-02-05_anatomy-of-a-good-generative-design-process
- Generative Design for AEC - https://www.autodesk.com/solutions/generative-design/architecture-engineering-construction
- Generative Design in Construction - https://www.autodesk.com/autodesk-university/article/Using-Generative-Design-in-Construction-Applications
Graphisoft
Generative AI
- Autodesk- https://www.autodesk.com/design-make/articles/generative-ai-in-construction
- LEK - https://www.lek.com/sites/default/files/PDFs/primer-generative-ai.pdf
- Microsoft Cloud Advocates - https://github.com/microsoft/generative-ai-for-beginners
- Michael Webb - https://nationalcentreforai.jiscinvolve.org/wp/2024/01/02/generative-ai-primer/
- Arch Governance - https://www.architectureandgovernance.com/applications-technology/generative-ai-genai-a-primer/
Rhino
Sketchup
Useful Resources
- Baidu AI - https://intl.cloud.baidu.com/
- BIM Collaboration Format (BCF)
- https://www.buildingsmart.org/standards/bsi-standards/bim-collaboration-format-bcf/ (follow up actions)
- https://www.youtube.com/watch?v=R4wHe4v1ins
- Computational BIM Community of Practice - https://www.integrations.space/
- Digital Shred - https://sites.psu.edu/digitalshred/category/teaching-materials/
- Gemini - https://deepmind.google/technologies/gemini/#introduction
- GPT models in construction industry - https://www.sciencedirect.com/science/article/pii/S2666165923001825/pdfft?md5=565f46f09f245a07c723cb361f1efdd2&pid=1-s2.0-S2666165923001825-main.pdf
- Google Colab UI Generation (Notebook) :
- Fast Stable Diffusion : https://colab.research.google.com/github/TheLastBen/fast-stable-diffusion/blob/main/fast_stable_diffusion_AUTOMATIC1111.ipynb
- DreamBooth : https://colab.research.google.com/github/TheLastBen/fast-stable-diffusion/blob/main/fast-DreamBooth.ipynb
- NoCrypt Remastered : https://colab.research.google.com/drive/1wEa-tS10h4LlDykd87TF5zzpXIIQoCmq
- qDiffusion : https://colab.research.google.com/github/arenasys/qDiffusion/blob/master/remote_colab.ipynb
- Stable Diffusion by Sagiodev : https://colab.research.google.com/github/sagiodev/stablediffusion_webui/blob/master/StableDiffusionUI_ngrok_sagiodev.ipynb
- Kohya SS : https://colab.research.google.com/github/panguin6010/kohya_ss_google_colab/blob/master/kohya_ss_colab.ipynb
- Google Colab (Training ) :
- Lora Training : https://colab.research.google.com/github/hollowstrawberry/kohya-colab/blob/main/Lora_Trainer.ipynb
- Information Delivery Specification (IDS)
- https://www.buildingsmart.org/what-is-information-delivery-specification-ids/ (rules setup)
- https://www.youtube.com/watch?v=rpYRJVJNMTE
- Model Content Requirements
- P-DfMA Platform Design for Manufacture and Assembly
- ProMX - https://promx.net/en/
- Semantic Graphs - https://graph.build/resources/semantic-graphs
- Shared GPU (computing Power) :
- Stable Holder - https://stablehorde.net/
- Stable UI - https://aqualxx.github.io/stable-ui/
- Art Bot - https://tinybots.net/artbot
- Artificial Art - https://artificial-art.eu/
- USD (Universal Scene Description)
Massing Design:
- ArchiStar
- Delve
- Digital Blue Foam
- Forma
- Giraffe
- Testfit
Visualisation:
- AI Models (for SD)
- ArkoAI
- Dezgo
- DALL-E 3
- Freepik
- Firefly
- https://www.adobe.com/products/firefly/discover/generative-ai-in-architecture.html
- https://www.youtube.com/watch?v=lt4k9lVnS1Y
- https://www.youtube.com/watch?v=Sp6K3qpVFO0
- GetImage
- KREA
- https://www.krea.ai/home (realtime Gen AI)
- https://www.youtube.com/watch?v=tCtshypObhw
- Lexica
- https://lexica.art/ (Online Gen AI)
- https://www.youtube.com/watch?v=y1f1OgClN5w
- LookX
- OpenArt
- Midjourney
- PixAI
- Prodia
- roomGPT
- Stable Diffusion
- Stable Diffusion Extra Large (SDXL)
- Stable Diffusion web
- Unstable AI
- Veras
- Visioid
Design Development:
- architectures
- Finch
- Hypar
- Podium
- https://www.lendleasepodium.com/products/podium-for-development/
- https://www.youtube.com/watch?v=kbhl8ECHVZU
- Plan finder
- SWAPP
- Spacio
- Varys