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An object detection, distance estimation and face mask detection project using YOLO v3 model and Nvidia Jetson TX2 board.

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GirishTabaraddi/MultiCamera_Nvidia_Jetson_TX2

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MultiCamera_Nvidia_Jetson_TX2

This project discusses the deployment of an algorithm for face mask recognition, object detection, and distance estimation. The algorithm is executed on the Nvidia Jetson TX2 board with multiple ZED-Cameras. Additionally, it provides an explanation of how to implement this capability using the Cuda DNN module. The primary objective is to offer readers insight into incorporating this functionality into their own projects. Building upon this foundation, upcoming projects can create more intricate and effective algorithms.

Screenshot 2023-08-22 191914

Below is the folder structure of the project:

- Datasheets : All the necessary datasheets of ZED Camera, Jetson TX2 board is added here.

- Images : The necessary screenshots of the project are added here.

- Reports : This folder contains reports, presentations and demonstration video of the project.

- Research_Papers : A referred Research paper is added here for reference.

- Working_Codes : This folder contains two other folder inside it.

- Multi_Camera : This contains codes related to multi camera with face mask detection codes as well.

- Single_Camera : This fodler contains codes to Object Detection, Distance Estimation and Zed camera init codes.

- README.md : This files explains briefly about the project and it's folder structure.

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An object detection, distance estimation and face mask detection project using YOLO v3 model and Nvidia Jetson TX2 board.

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