This app is demonstrate simple vehicle counting on toll road or highway.

Vehicle Counting YoloV7 SORT

Steps to run Code

• Clone the repository.

git clone https://github.com/MedAliMimouni/Vehicle-Counting-YoloV7-SORT.git

• Goto the cloned folder.

cd Vehicle-Counting-YoloV7-SORT

• Create a virtual envirnoment (Recommended, If you dont want to disturb python packages)

### For Linux Users
python3 -m venv yolov7objtracking
source yolov7objtracking/bin/activate

### For Window Users
python3 -m venv yolov7objtracking
cd yolov7objtracking
cd Scripts
activate
cd ..
cd ..

• Upgrade pip with mentioned command below.

pip install --upgrade pip

• Install requirements with mentioned command below.

pip install -r requirements.txt

• Run the code with mentioned command below (by default, pretrained yolov7 weights will be automatically downloaded into the working directory if they don't already exist).

# for detection only
python detect.py --weights yolov7.pt --source "your video.mp4"


#for specific classes (Cars, motorcycle, bus and track)
python detect_count_track.py --weights yolov7.pt --source "your video.mp4" --classes 2 3 4 6

• Output file will be created in the working-dir/runs/detect/obj-tracking with original filename

demo example: https://youtu.be/vc66Fy0dARQ

Original video: https://drive.google.com/file/d/16ViS0tIUEAQPNS7NMqNrrIQAURGAVByJ/view?usp=share_link

References

• https://github.com/WongKinYiu/yolov7
• https://github.com/abewley/sort
• https://github.com/RizwanMunawar/yolov7-object-tracking