To train the YOLO model with your own dataset, you need to collect and label the images with bounding boxes around the objects of interest. Then, you can use available pre-trained models as a starting point and fine-tune them on your dataset using tools like Darknet or TensorFlow. It's also essential to have a sufficiently large and diverse dataset for good model performance.