Assigment

Intro

Taking into account the global situation with the pandemic and COVID-19, create an IoT system that detects if a person is wearing a medical mask using the CSI Camera

Steps

Create your own dataset

1. Create a label file: (1) none, (2) no_mask, (3) with_mask
2. Create your dataset

Re-training

• Re-training the ResNet-18 Model with your input Dataset
  • Note that apart from training, you should converting the Model to ONNX

Inference

• Invoke the inference with your model create by yourself. Use the CSI camera to create an IoT system to identify an access control (person worn a mask)

Click Here to download the demo video of IoT System