/jetson_nano_demo

Some great implement of deep learning algorithm in Nvidia jetson nano platform. Such as face recognition, object detection, etc.

Primary LanguagePython

jetson_nano_demo

Some great implement of deep learning algorithms in Nvidia jetson nano platform.
By the way, this repository not only can be running on the Jetson platform but also can be running on all platforms that installed the tensorflow.

Tasks

  • Real-time face detection
  • Real-time face recognition
  • Real-time object detection
  • Real-time object tracking
  • Real-time multi-person keypoint detection
  • Real-time gesture estimation
  • Robot basic operation

Dependencies

  • Tensorflow 1.13 [install]
  • Python 3.x
  • Numpy
  • Sklearn
  • Scipy
  • OpenCV
  • skimage (sudo apt-get install python3-skimage)

If you have some errors when install packages using pip3, please instead of using "sudo apt-get install python3-package_name" [refer]

Face Recognition

  1. Copy yourself face images into face_db folder, ensure only one person in one image, and named the image using label name, eg: Aaron.jpg.
  2. python3 face_recognition/canera_demo.py

References

MTCNN-Tensorflow
MobileFaceNet_TF