SmartSeatGuard: Office Seat Occupancy Detection

🌟 Project Description

With using YOLOv5 on video cameras detecting the occupancy time (with belongings, without human) of the seats in the office

🛠️ System Architecture

📜 Installation

git clone https://github.com/asumansaree/Library-Seat-Occupancy-Detection
cd Library-Seat-Occupancy-Detection
pip install -r requirements.txt

🤗 Usage

python seatDetect.py

🚀 Sample Output

Output file will be displayed in the .mp4 format (with lower fps) For demonstration purposes in pdf document, it is included as image -

🙏 References

• https://github.com/RizwanMunawar/yolov7-object-tracking
• Redmon J, Divvala S, Girshick R and Farhadi A You Only Look Once: Unified, Real-Time Object Detection 2016IEEE Conference on Computer Vision and Pattern Recognition (Las Vegas) pp 779-788
• COCO 2017 dataset: http://cocodataset.org