This accelerator will enable state DOT/City to deliver geospatial visualizations of road network performance and demand, travel time delay, as well as non-recurring congestion events. The ability to record, produce analysis, and dispatch crew for pavement repair, and other hazardous conditions. This accelerator was built to provide developers with all of the resources needed to build a solution to....
Ability to upload a video.
Classify vehicles based on vehicle type (Car, Pickup Truck, Bus and Motorbike )
Count vehicles for each vehicle type
Identify if there is any incident/ accident and notify the user (configurable email address)
User interface will allow users to visualize the camera locations on the map (if the video has geo information)
User can select any camera on the map to get the further details about the location.
The UI will allow users to interface with the video and review the identified features.
The system will store inference data to Azure based on predefined frequency.
Start by deploying the resources needed for this solution:
- Clone this repository and navigate to the root of the directory
- Go to the Deployment Guide for the steps you need to take to deploy this solution
In order to successfully complete your solution, you will need to have access to and or provisioned the following:
- Deploy the Azure resource manger from deployment guide.
- Set up the configuration as per deployment guide
The directions provided for this repository assume fundamental working knowledge of
- API Connection
- Azure Blob
- App Services
- Blob operations
- CosmosDb
- Web API & Web App(UI)
- App Service Plan
- Storage Account
- Storage for process video
- Storage for unprocess video
- Kubernetes
- Python
- AI ML Tools like CVAT
For additional training and support, please see:
- item 1
- item 2
- item 3
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