วันจันทร์ที่ 15 กรกฎาคม พ.ศ. 2562

Raspberry pi 4 TensorFlow Face Recognition


Raspberry pi 4 TensorFlow Face Recognition


Hardware
Raspberry pi 4B - 1GB , Raspberry pi 3B+
SD card 32 GB.

Software
Raspbien 10 ( buster )
TensorFlow 1.13.1
OpenCV 4.0.0
Python 3.7.3

Machine Learning 
Model : Facenet Inception Resnet V1

Source Code
FaceRec.  A simple working facial recognition program.
https://github.com/vudung45/FaceRec 

Recognition Dataset





Run Code on Raspberry pi 4 , 3B+ in Image


Recognise with no dataset


Run Code on Macbook Pro 2.3 GHz Intel Core i7 ( 2012 )





Reference

FaceRec.  A simple working facial recognition program.
https://github.com/vudung45/FaceRec

Pretrained models from: https://github.com/davidsandberg/facenet

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
https://kpzhang93.github.io/MTCNN_face_detection_alignment/

Face recognition with OpenCV, Python, and deep learning
https://www.pyimagesearch.com/2018/06/18/face-recognition-with-opencv-python-and-deep-learning/

3 ความคิดเห็น:

  1. David,

    It really is impressive!

    Would you share how you setup Pi4 please. ( how you set up Tensorflow & Facenet Inception Resnet V1 in Pi4 in detail please.

    I've setup PI4 for OpenCV & Python per Adrian's inst.
    https://www.pyimagesearch.com/2019/09/16/install-opencv-4-on-raspberry-pi-4-and-raspbian-buster/

    In virtual Python environment & full OpenCV

    Thank you much!!!

    Martin Kim

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