33. Computational Resources
Supported by Microsoft Azure Research Award Program
32 compute instances
10 TB of storage
1 billion storage transactions
10 shared websites/10 shared mobile services
100 million service bus messages
100 GB SQL database
2 TBs network egress/month
The estimated total market value: $40,000
60. [Selective Search]
Search over position,
scale, aspect ratio
Grouping parts of
image at different scales
Sliding Window Selective Search
Segmentation as Selective Search for Object Recognition
66. Future Works
1. New segmentation techniques
2. Object recognition by IBM Watson
3. Crowdsourcing as a screening tool (oDesk)
4. More interesting applications
76. References
[Cat & Dog] http://netgeek.biz/archives/25449
[Selective Search] Jasper R. R. Uijlings, Koen E. A. van de Sande, Theo Gevers,
Arnold W. M. Smeulders. Selective Search for Object Recognition. IJCV, 2013.
[R-CNN] R. Girshick, J. Donahue, T. Darrell, and J. Malik. Rich feature hierarchies
for accurate object detection and semantic segmentation. CVPR, 2014.
[DMM2] http://make.dmm.com/item/242572/
[Maker] http://makezine.jp/event/mft2015/