Training of SSD(Single Shot Detector) for Facial Detection using Nvidia Jetson Nano

Rehman, Saif Ur, Razzaq, Muhammad Rashid, Hussian, Muhammad Hadi

arXiv.org Artificial Intelligence 

We are using NVIDIA Jetson Nano Developer kit as our accelerator system.Which will contain Docker Container which will contain the dataset and trained model SSD (Single Shot Detector) MobileNetV2 which we will be used to for facial detection. Video would be recorded through the Camera attached to the accelerator system. Code of the SSD (Single Shot Detector) MobileNetV2 is written in Python Programming Language and Deep learning framework which has been used is PyTorch.To optimized the neural network layers.NVIDIA TensorRT is used for faster Inference during the run time.

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