General
Computer Vision
3D Model Databases
Objaverse https://objaverse.allenai.org/ free, 50k models
json files of the sizes of objaverse https://drive.google.com/file/d/1Qxvu9vdF6a0CM36OrRlpoqinowbLUx6o/view
o https://ai.facebook.com/tools/house3d
“House3D contains over 45,000 human-designed 3D scenes that have been extracted from the SUNCG dataset. Scenes include single-room studios to multi-story houses, divided into room types.
All scenes in House3D have been annotated down to the level of individual objects, allowing agents to make observations of multiple modalities such as depth and top-down 2D views for deep reinforcement learning research.”
Large/relevant and research oriented
research oriented
general
- Google 3D Warehouse http://sketchup.google.com/3dwarehouse/ (huge, but has .skp files only, possible link rot, see link below)
- https://3dwarehouse.sketchup.com/?hl=en
- Turbosquid: http://www.turbosquid.com/ (most models cost money)
- National Taiwan University 3D Model database (includes retrieval function for large set of free 3D objects, website has been recently inaccessible): http://3d.csie.ntu.edu.tw/~dynamic/database/index.html
- http://www.blender-models.com/ (models in blender. Small.)
- http://graphics.stanford.edu/projects/sizes/ A project to infer realistic scales for 3D models.
- https://cults3d.com/en (~5000 models, mix of free and paid, focus on 3D printing)
- https://pinshape.com/ (~13000 models, mix of free and paid, focus on 3D printing*)
- https://www.thingiverse.com/ (~9000 models, free, focus on 3D printing*)
- https://grabcad.com/ (~27000 models, free, focus on technical and scale models)
- https://www.cgtrader.com/ (large model set, mix of free and paid)
- https://3dexport.com/ (small, paid, premium models)
- https://archive3d.net/ (large, free, formats: gms 3ds)
- http://www.3dmodelfree.com/ (free, mostly household models, format: 3ds)
- http://www.oyonale.com/modeles.php?lang=en&format=OBJ (free, various formats)
*Mostly .stl files.
**Note that there are also many small model databases that specialise in different types of models, yeggi (http://www.yeggi.com/)
is a search engine that can be used to find models types that may not exist in the bigger databases listed above.
Labeled Photo Databases
3D Environment Description Languages
3D Virtual Environments
The lab has chosen to wait for HTML5.
Commercial Tools:
Second Life
Twinity
IMVU
Web.Alive
Open-source Tools:
OpenSimulator
Open Wonderland
Open Cobalt
Free Game Engines and Game Development Tools:
Unreal Engine
Unity3D
CryEngine
XNA
Blender
Python-Ogre
Brain Atlas
http://www9.biostr.washington.edu/cgi-bin/DA/imageform
Case-Based Reasoning:
CBR Wiki http://cbrwiki.fdi.ucm.es/wiki/index.php/Main_Page
Cognitive and AI Architectures
Image Databases
Zhou, B., Khosla, A., Lapedriza , A., Oliva, A., & Torralba, A. (2016). Places: An Image Database for Deep Scene Understanding.
ArxivarticleProject Page
Culture
Ethnographic Atlas called the Database of Places, Language, Culture, and Environment, at D-PLACE.org (Kirby et al., 2016).
Kirby, K. R., Gray, R. D., Greenhill, S. J., Jordan, F. M., Gomes-Ng, S., Bibiko, H. J., ... & Leehr, D. (2016). D-PLACE: A global database of cultural, linguistic and environmental diversity. PloS one, 11(7), e0158391.
Natural Sound Archive
http://cornelluniversity.tumblr.com/post/40770771576/worlds-largest-natural-sound-archive-now-fully
InfoVis Wiki
Free Visualization Software
Human Computation Games
Final Graphic Output Technologies
Natural Language Processing
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