mcedrdiego / Kria_yolov3_ppe

Xilinx Kria KV260 Real-time PPE detection

Kria KV260 Real-Time Personal Protective Equipment Detection

This project is a modified version of samples from Vitis-AI-Library

Model

Copy and paste the model to "/usr/share/vitis_ai_library/models/"

Compile

Execute the following command for compilation:

sh build.sh

Run

After compilation to test video execute:

./test_video_yolov3 MODEL_NAME 0

For jpeg

./test_jpeg_yolov3 MODEL_NAME path/to/image.jpg

Where MODEL_NAME is the model prefix name. (yolov3_ppe in our case)

Credits

Deep Learning for Site Safety: Real-Time Detection of Personal Protective Equipment
Nipun D. Nath, Amir H. Behzadan, Stephanie G. Paal
Automation in Construction 112, pp. 103085

Xilinx Vitis AI
Viti-Ai-Library yolov3 samples