Urban+Analytics+(Final)

.......................................................................................................................................................................................................... .......................................................................................................................................................................................................... Justin Brandon jbrandon__@gsd.harvard.edu__ Krista Palen kpalen__@gsd.harvard.edu__ .......................................................................................................................................................................................................... .......................................................................................................................................................................................................... We seek to apply the lessons of web analytics to the built environment. We envision a ubiquitous sensor network that feeds real-time information to a central database where it will be analyzed and prepared for visualization on the web and other platforms. We are specifi- cally interested in collecting air pollution data and making accurate bicycle and pedestrian counts available to planners, traffic engineers, livable streets activists, and the like. We be- lieve that this information will make significant contributions to the expansion of bicycle and pedestrian infrastructure if it is carefully analyzed, usefully visualized, and put at the disposal of decision-makers and citizen-activists. .......................................................................................................................................................................................................... ..........................................................................................................................................................................................................
 * Project Name: Urban Analytics**
 * Project Credits: Justin Brandon & Krista Palen**
 * Project Brief Description:**
 * Project Most Representative Images:**

.......................................................................................................................................................................................................... .......................................................................................................................................................................................................... media type="youtube" key="-DHFwQaRSdc" height="478" width="812" .......................................................................................................................................................................................................... .......................................................................................................................................................................................................... media type="custom" key="11921410" Password: //UrbanAnalytics//
 * Project Video:**
 * Project Exhibition Documentation Images and Video:**



......................................................................................................................................................................................................... .......................................................................................................................................................................................................... .......................................................................................................................................................................................................... .......................................................................................................................................................................................................... .......................................................................................................................................................................................................... .......................................................................................................................................................................................................... The computer vision portion of our project was achieved using the "Discriminatively Trained Deformable Parts Model" developed by P. Felzenszwalb, R. Girshick, D. McAllester, and D. Ramanan.
 * Link to Download Project Patent Application:**
 * Link to Download Project Design Proposal and Brief:**
 * Link to Download Project Codes:**

Arduino Mobile Bike Sensor System Code:

iPhone App Code

Sample Output Data .......................................................................................................................................................................................................... .......................................................................................................................................................................................................... media type="custom" key="11857700"
 * Link to Download** **Powerpoint Presentation:**