object detection

YoloV4

This example uses the Yolo V4 model for object detection on NEON-20xB. The same applies to changing the engine file to Yolo V3.

Download model & label

yolov3_416-b1.engine

yolo_RT_labels.txt

Download pygraph

Object_Detection_Yolov4_from_Neon_20xB.pygraph

Graph in EVA IDE

Command for this sample

gst-launch-1.0 pylonsrc ! videoconvert ! adrt model="/home/adlink/Desktop/EVA Sample/EVA_IDE/model/yolov4-416-fp16.engine" device=0 scale=0.004 mean="0 0 0" rgbconv=True ! adtrans_yolo threshold=0.6 label="/home/adlink/Desktop/EVA Sample/EVA_IDE/model/label.txt" use-sigmoid=True ! admetadrawer ! videoconvert ! xvimagesink sync=False