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This repository contains solution for detecting & tracking objects with ML Model at the edge.

Dockerfile 10.41% Python 76.69% HTML 2.56% PowerShell 1.77% Shell 0.99% JavaScript 7.33% CSS 0.25%
iot-edge jetson-nano object-detection object-tracking

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iotedgeobjecttracking's Issues

ignore not moving objects objects in image

If there are parking cars or other standing objectes, they should be ignored for a while.
It needs to check from time to time, if the object moves.

Not moving objects should not be marked in the image and not be send to the cloud as telemetry

Create object detection for objects in the night

with a good IP Cam (LUPS 202) I can collect images in the night. Detecting special objects could be a benefit, but needs object detection ML Model, that can do the job.
Yolo is not accurate in this scenario

add visualization of objects directions

for displaying object directions in the image, there should be a check box in the form for show or hide lines.
To indicate a direction, draw a line from center of object to next position

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