Introduction

This project is designed to track and count people in real-time using a camera or video feed. It's useful for applications like monitoring crowds, keeping track of how many people enter or exit a room, or any scenario where you need to keep count of the number of people in a given space.

Installation

1. Create a conda environment

   conda create -n <env_name> python=3.10
   

2. Activate the conda environment

   conda activate <env_name>
   

3. Install the required packages

   pip install -r requirements.txt
   

Setup

For setup please check the params.yaml file and change the values accordingly.

model_path: "resources/models/yolov8m.pt"
result_dir: "results/"
tracker_config: "resources/config/bytetrack.yaml"
conf: 0.85
device: "cuda:0"
iou: 0.85
img_size: [ 720, 1080 ]
video_source: 0
show: True

Adjust the values according to your requirements.

Video Source

1. RTSP Server

   source: rtsp://ishwor:subedi@192.168.1.106:5555/h264_opus.sdp

2. Video File

   source: path/to/your/file.mp4

3. Webcam

   source=0
   

Inference

chmod +x start.sh

./start.sh