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Automatic detection and alert of vehicle accidents

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Anticipating-Accidents

Anticipating-Accidents

 
 

imgs

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.gitignore

.gitignore

 
 

AzureMLDeploy.ipynb

AzureMLDeploy.ipynb

 
 

AzureMLTraining.ipynb

AzureMLTraining.ipynb

 
 

Data Upload.ipynb

Data Upload.ipynb

 
 

Program.cs

Program.cs

 
 

README.md

README.md

 
 

SimulatedDevice.cs

SimulatedDevice.cs

 
 

config.json

config.json

 
 

docker.sh

docker.sh

 
 

requirements.txt

requirements.txt

 
 

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CrashDetection

Automatic detection and alert of vehicle accidents



Example Crash Detection

Blue boxes denote objects detected by MaskRCNN.

Green boxes denote objects predicted to have accidents with high confidence.

Setup

Do pip install -r requirements.txt

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Automatic detection and alert of vehicle accidents

Topics

machine-learning computer-vision azure detection accident-prediction

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