ifnotabhielse/yolov7-object-counter-v1.2

Distance Detector (People) with Yolov7

Yolov7-Close-People-CounterV1.2

Counting Close People with Yolov7

• Censoring and counting all cigarettes on the screen and saving smoker's faces in the folder or any database
• Useful for public non-smoking areas
• Code can run on Both (CPU & GPU)
• Video/WebCam/External Camera/IP Stream Supported

How to run Code:

• clone the repository:
• !git clone https://github.com/DoganK01/YOLOV7-OBJECT-COUNTER-V1.2.git
• cd /content/YOLOV7-OBJECT-COUNTER-V1.2

Upgrade pip with the mentioned command below.

• pip install --upgrade pip

Install requirements

• !pip install -r requirements.txt

Weights get

• %%bash
• wget -P /content/YOLOV7-OBJECT-COUNTER-V1.2/weights https://github.com/WongKinYiu/yolov7/releases/download/v0.1/yolov7x.pt

Upgrade pyyaml

• !pip install --upgrade pyyaml==5.3.1

Using Counter Example:

• !python detect.py --weights /content/Yolov7-Close-People-Counter/weights/yolov7x.pt --source /content/Yolov7-Close-People-Counter/inference/images/bus.jpg --no-trace

Results

Sample Video:

https://www.youtube.com/watch?v=fnMa_puCUow