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Information Resources

Page history last edited by Jim Davies 2 months, 1 week ago



Computer Vision



3D Model Databases


Objaverse https://objaverse.allenai.org/  free, 50k models

     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 






     *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




     Open-source Tools:


          Open Wonderland

          Open Cobalt

     Free Game Engines and Game Development Tools:

          Unreal Engine







Brain Atlas



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



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




InfoVis Wiki



Free Visualization Software


Human Computation Games



Final Graphic Output Technologies



Natural Language Processing 



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