python-object-detection-with-ultralytics-ai-models-and-opencv

Table of Contents

• Summary
• References
• How to use

Summary

Simple Object detector app utilizing ultralytics AI models. The detector primarily utilizes RTDETR and YOLOv8 models. The code in object_detector_app.py is based on rtdetrClass.py from niconielsen32.

References

• rtdetrClass.py from niconielsen32
• Baidu's RT-DETR: A Vision Transformer-Based Real-Time Object Detector
• YOLOv8

How to use

Install pip packages

pip.exe install -r requirements.txt

Run object detector application

python.exe object_detector_app.py --help

# Object detection with pretrained nano YOLO V8 model
python.exe object_detector_app.py --model nano_yolov8

# Object detection with pretrained large DETR model
python.exe object_detector_app.py --model large_detr