abbeet/webdangau2

YOLOv8-DeepSort/ByteTrack-PyQt-GUI

a GUI application, which uses YOLOv8 for Object Detection/Tracking, Human Pose Estimation/Tracking from images, videos or camera.

All python scripts performing detection, pose and segmentation using the YOLOv8 model in ONNX.

Supported AI tasks:

• Detection
• Pose Estimation
• Segmentation

Supported Models:

• YOLOv8n
• YOLOv8s
• YOLOv8m
• YOLOv8l
• YOLOv8x

Supported Trackers:

• DeepSort
• ByteTrack

Supported Input Sources:

• local files: images or videos
• Camera
• RTSP-Stream

Install

Install required packages with pip:

pip install -r requirements.txt

or with conda:

conda env create -f environment.yml

# activate the conda environment
conda activate yolov8_gui

Download weights

Download the model weights：

python download_weights.py

The model files are saved in the weights/ folder.

Run

python main.py