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https://github.com/jmysu/esp32cam-facedetect-line-notify

Notify on Line when camera detects a face!
https://github.com/jmysu/esp32cam-facedetect-line-notify

arduino esp32cam face-detection line-notify platformio

Last synced: 5 days ago
JSON representation

Notify on Line when camera detects a face!

Host: GitHub
URL: https://github.com/jmysu/esp32cam-facedetect-line-notify
Owner: jmysu
License: gpl-3.0
Created: 2020-06-14T08:47:43.000Z (over 4 years ago)
Default Branch: master
Last Pushed: 2020-06-16T09:20:48.000Z (over 4 years ago)
Last Synced: 2023-07-19T09:55:55.328Z (over 1 year ago)
Topics: arduino, esp32cam, face-detection, line-notify, platformio
Language: C
Size: 14 MB
Stars: 6
Watchers: 3
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        # ESP32CAM-FaceDetect-Line-Notify [![License: GPL v3](https://img.shields.io/badge/License-GPLv3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0)


### Line-Notification w/ landmark box when ESP32Cam detects faces! ###

 


Try some examples from ESP-face, ESPino32Cam!


Hardware ESP32Cam from AI-Thinker/ArduCam-IOTai. 


_The detection performance are not bad with following results..._ 





  

  


  


  

 




MTMN is a lightweight **Human Face Detection Model**, which is built around [a new mobile architecture called MobileNetV2](https://arxiv.org/abs/1801.04381) and [Multi-task Cascaded Convolutional Networks](https://arxiv.org/abs/1604.02878), and is specially designed for embedded devices. 


Following diagram shows the workflow of MTNM.

![The workflow of MTMN](https://github.com/espressif/esp-face/blob/master/img/mtmn-workflow-2.png)




 


- [Neural Network 3D Simulation](https://youtu.be/3JQ3hYko51Y) An excellent brief intro on NN operations!




## References 


  - [ESP32CAM](https://github.com/espressif/esp32-camera)  Arduino library for ESP32 camera.

  - [ESP-face](https://github.com/espressif/esp-face)  Espressif esp32cam face detection.

  - [ESPino32Cam examples](https://github.com/ThaiEasyElec/ESPino32/tree/master/examples/camera)  Another ESP32cam examples.

  - [Line Notify](https://notify-bot.line.me/)  Line Notify Message API.