TerrificEye: An Edge Computing System For Traffic Analytics From Videos

Requirements

• Python 3
• tensorflow
• DarkNet (Yolov4)
• NVIDIA SoC board (e.g. Jetson TK1, Nano)

(Compiled Binary of Darknet library here is for running on Desktop. You'll have to compile darknet on the ARM hardware to generate the respective library.)

Running The Analyzer

python trafic_analyzer.py

References

[1] Joseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi, You Only Look Once: Unified, Real-Time Object Detection, 2016

[2] DarkNet, https://github.com/pjreddie/darknet