Tfl Bus Data Collection and Video Analytics
Bus Data Collection
Developed web crawlers to get ETA for london buses. This data was extensively used in https://arxiv.org/abs/1907.08483
Video Analytics
Detailed Documentation can be found at:
https://docs.google.com/document/d/1tDaomsvD9iYBNnc_bVxJDLeGC3CN9RRyQGKF70ALqiw/edit
Usage in Video Analytics Project(Not real time):
1.Capture a video using make_video.py 2.Detection happens using NCS connected to the PC(Rpi) and ncsdk/ncappzoo 3.live-object-detector.py in live-object-detector app of ncappzoo is made to run on captured video. 4.Result video and result file are generated. 5.Result file is converted into framelist file using convert_to_framelist.py 6.framelist file and result video are used by trackncount.py to calculate the number of people who have moved left to right/right to left across the screen.
Results for the above procedure are present in the google doc attached above.