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fischerjulian/facerecognition-yolo

By fischerjulian

•Updated over 6 years ago

Perform face recognition using openCV and darknet yolov3 weights.

Image
0

7.3K

fischerjulian/facerecognition-yolo repository overview

⁠Facerecognition YOLO

Image to perform fast face recognition.

⁠Building the Image

docker build -t facerecognition-yolo .

⁠Publishing the Image

docker tag <image-id> <registry-username>/facerecognition-yolo:<tag: v0.1>
docker push <registry-useername>/facerecognition-yolo

After publishing your image to the registry you can also use it in your Kubernetes cluster / Argo workflows.

⁠Running the Image

docker run --rm -it --name facerecognition-yolo facerecognition-yolo bash
⁠Running the Face Recognition

Inside the container run:

cd object-detection-opencv && python3 yolo_opencv.py --image /tmp/original-image.jpg --config yolov3.cfg --weights ../yolov3.weights --classes yolov3.txt

⁠Downloading the YOLO Weights Definition

wget https://pjreddie.com/media/files/yolov3.weights

Tag summary

Content type

Image

Digest

Size

620 MB

Last updated

over 7 years ago

docker pull fischerjulian/facerecognition-yolo