Install the Ultralytics Package

Import All the Requried Libraries

Download Dataset from Roboflow

Train YOLO11 Model on a Custom Dataset

Examine Training Results

Validate Fine-Tuned Model

Inference with Custom Model on Images

Inference with Custom Model on Videos

Input video path

Compressed video path