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ThatCoderMan / ObjectsCounter

recognition of Hay objects on video

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Train Model Detect Images
train model detect

Objects Detection

Project stack
  • Python 3.11
  • Ultralytics
  • Roboflow
  • opencv
  • argparse

Description

Object detecting, tracking and counting with YOLO 8 model.

Cars tracker example

track cars.gif

Hay counter example

hay counter.gif

Launch Instructions

Clone repository:

git clone git@github.com:ThatCoderMan/ObjectsCounter.git

Install and activate the virtual environment:

MacOS 
source venv/bin/activate
Windows 
python -m venv venv
source venv/Scripts/activate

Install the dependencies from the file requirements.txt:

pip install -r requirements.txt

Run the command to run:

python main.py

Developers:

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recognition of Hay objects on video

cv2jupyterpythonroboflowyolo8

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Language:Jupyter Notebook 88.3%Language:Python 11.7%