YOLOv7 object detection counting blurring and croppring

Download the pretrained YOLOv7 weights or you can use your own custom trained weights, and paste it in the folder "YOLOv7-object-detect-count-blur-crop" after clone the repository.

• Download

Installation

git clone https://github.com/Zeeshann1/YOLOv7-object-detect-count-blur-crop.git  # clone 
cd YOLOv7-object-detect-count-blur-crop
pip install -r requirements.txt  # install dependencies

Detect & Blur Objects

python detect_and_blur.py --weights yolov7.pt --source "your video.mp4" --blurratio 20

Detect & Blur Specific Class object

• Here we are blurrig class 0 that is person class.

python detect_and_blur.py --weights yolov7.pt --source "your video.mp4" -classes 0 --blurratio 50

Hide Detected Bounding Boxes

python detect_and_blur.py --weights yolov7.pt --source "your video.mp4" -classes 0 --blurratio 50 --hidedetarea

Detect & Crop Objects

python detect_and_crop.py --weights yolov7.pt --source "your video.mp4"

Detect & Crop Specific Class Object

• Here we are cropping class 0 that is person class.

python detect_and_crop.py --weights yolov7.pt --source "your video.mp4" -classes 0

Detect & Count Objects

!python detect_and_count.py --weights /content/yolov7/yolov7.pt --conf 0.1 --source /content/yolov7/inference/images

Reference

• https://viso.ai/deep-learning/yolov7-guide/
• https://www.youtube.com/watch?v=A7sc5vc_6uI