Assesment

This project it use YOLOv8 to define the object detection in name_tag.

DATASET can retreive from https://drive.google.com/drive/folders/15D-fhBIEtROtYetATHPvObkOuq7x_Qn6?usp=sharing

Set up Environment

1. Set up environment and activate

   conda create [name]

   conda activate [name]

2. Install the dependency

   pip install -r requirements.txt

3. Train the model

   python train.py

4. Run the test images and modify it from test.py

   python test.py

   results = model(['your images/video name'], stream=True, save_conf=True, save=True, conf=0.4, save_txt=True, imgsz=640)

Screenshot