Name		Name	Last commit message	Last commit date
README.md		README.md
TObject.py		TObject.py
TerrificEye3D.gif		TerrificEye3D.gif
TerrificEye3D.png		TerrificEye3D.png
centroidtracker.py		centroidtracker.py
coco.data		coco.data
coco.names		coco.names
darknet.dll		darknet.dll
darknet.lib		darknet.lib
darknet.py		darknet.py
darknet_zed.py		darknet_zed.py
pthreadVC2.dll		pthreadVC2.dll
run.bat		run.bat
trafic_analyzer.py		trafic_analyzer.py
video-writer.py		video-writer.py
voc.names		voc.names
yolov4.cfg		yolov4.cfg

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TerrificEye3D: An Edge Computing System For Traffic Analytics From Videos

Requirements

Python 3
tensorflow
DarkNet (Yolov4)
ZED Camera (or Recorded 3D video files [*.svo])
GPU

Running The 3D Analyzer

run.bat

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

About

A traffic Analytics system using Deep Learning and Zed Camera.

www.azaditech.com

computer-vision deep-learning machine-learning object-detection python3 tensorflow tracking-algorithm yolov4 zed-camera

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