Ultralytics YOLOv8 Basics

Object Detection, Object Segmentation, and Pose Detection with Tracking Using the Official Models of Ultralytics YOLOv8.
Awesome 1ntelligence | Author: Abdullah As-Sadeed

Screenshots

Object Detection

Object Segmentation

Pose Detection

Installing Requirements

pip3.12 install -r ./requirements.txt --no-cache-dir -v

Updating the Official Models

Run Update_YOLOv8_Official_Models.py to download or update the official models.

Input Modes

• Image File
• Video File
• Webcam
• RTSP URL

Model Weights

• Nano
• Small
• Medium
• Large
• Extra Large

Trackers

• bytetrack.yaml
• botsort.yaml