Traffic Classification
What it does. Where it can be used: camera mount height, distance, and angle of view.
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What it does:
The traffic jam classification model determines if a roadway has dense traffic, sparse traffic, an accident, or a car fire.
Allows you to create alerts based on the presence of dense traffic, light traffic, an accident or a car fire.
Best Practices:
Prerequisite:
Requires vehicle detection and its camera placement requirements. Only runs when a vehicle has been detected and an interval has been met.
Limitations:
If you attempt to run this model when not looking at a road (for example, looking at a parking lot or a indoor camera), it will have unintended results. Keep it focused on the road. It helps to be looking downward at the road.
The fire detection portion of this classifier will also report the results of the base fire object detection model.
This model was made by Survail and will continue to learn. Special thanks to the Kaggle Traffic Jam Net data set.