https://github.com/pinto0309/openvino-emotionrecognition

OpenVINO+NCS2/NCS+MutiModel(FaceDetection, EmotionRecognition)+MultiStick+MultiProcess+MultiThread+USB Camera/PiCamera. RaspberryPi 3 compatible. Async.
https://github.com/pinto0309/openvino-emotionrecognition

emotion-recognition facedetection multimodel ncs neural-compute-stick openvino picamera python raspberrypi

Last synced: about 1 month ago
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OpenVINO+NCS2/NCS+MutiModel(FaceDetection, EmotionRecognition)+MultiStick+MultiProcess+MultiThread+USB Camera/PiCamera. RaspberryPi 3 compatible. Async.

• Host: GitHub
• URL: https://github.com/pinto0309/openvino-emotionrecognition
• Owner: PINTO0309
• License: mit
• Created: 2019-03-02T17:01:49.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2023-02-12T13:00:29.000Z (almost 2 years ago)
• Last Synced: 2024-11-02T02:33:01.731Z (about 2 months ago)
• Topics: emotion-recognition, facedetection, multimodel, ncs, neural-compute-stick, openvino, picamera, python, raspberrypi
• Language: Python
• Homepage: https://qiita.com/PINTO
• Size: 16.8 MB
• Stars: 57
• Watchers: 5
• Forks: 23
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# OpenVINO-EmotionRecognition

OpenVINO+NCS2/NCS+MutiModel(FaceDetection, EmotionRecognition)+MultiStick+MultiProcess+MultiThread+USB Camera/PiCamera. RaspberryPi 3 compatible.  

  

**[5, Mar 2019] It corresponds to MultiStick.**  

# Motion image

**RaspberryPi3 + NCS2 x1 + OenVINO, Async, 320x240**  

**Youtube : https://youtu.be/wF3JD3jyGaA**  

![01](media/01.gif)  

  

**Corei7 + NCS2 x2 + OenVINO, Async, 320x240**  

  

# Usage

```bash

$ sudo apt-get install -y python3-picamera

$ sudo -H pip3 install imutils --upgrade

$ git clone https://github.com/PINTO0309/OpenVINO-EmotionRecognition.git

$ cd OpenVINO-EmotionRecognition

$ python3 main.py -wd 320 -ht 240 -numncs 1

```

# Parameters

```bash

usage: main.py [-h] [-cm MODE_OF_CAMERA] [-cn NUMBER_OF_CAMERA]

               [-wd CAMERA_WIDTH] [-ht CAMERA_HEIGHT] [-numncs NUMBER_OF_NCS]

               [-vidfps FPS_OF_VIDEO] [-fdmp FD_MODEL_PATH]

               [-emmp EM_MODEL_PATH]

optional arguments:

  -h, --help            show this help message and exit

  -cm MODE_OF_CAMERA, --modeofcamera MODE_OF_CAMERA

                        Camera Mode. 0:=USB Camera, 1:=PiCamera (Default=0)

  -cn NUMBER_OF_CAMERA, --numberofcamera NUMBER_OF_CAMERA

                        USB camera number. (Default=0)

  -wd CAMERA_WIDTH, --width CAMERA_WIDTH

                        Width of the frames in the video stream. (Default=640)

  -ht CAMERA_HEIGHT, --height CAMERA_HEIGHT

                        Height of the frames in the video stream.

                        (Default=480)

  -numncs NUMBER_OF_NCS, --numberofncs NUMBER_OF_NCS

                        Number of NCS. (Default=1)

  -vidfps FPS_OF_VIDEO, --fpsofvideo FPS_OF_VIDEO

                        FPS of Video. (Default=30)

  -fdmp FD_MODEL_PATH, --facedetectionmodelpath FD_MODEL_PATH

                        Face Detection model path. (xml and bin. Except

                        extension.)

  -emmp EM_MODEL_PATH, --emotionrecognitionmodelpath EM_MODEL_PATH

                        Emotion Recognition model path. (xml and bin. Except

                        extension.)

```