Face Recognition with Camera
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This document discusses concepts and solutions for a face recognition tool. It covers collecting face images, managing the image files, using the tool for staff attendance recording, and potential solutions for the tool including a web interface with server, macOS app, or command line only. It also provides examples of naming conventions for image files and discusses checks to validate captured images.
![Ver. 1 Concept of face recognition
3/29/17 Powred by BH_Lin 1
[1]
Sample Gathering
[2]
Face Recognition
Collect pictures
Check Availability
Manual
Auto
File Management
[3]
Staff attendance
recording
Record
View to check records](https://image.slidesharecdn.com/facerecognitionwithcamerabybhphase1-170327183510/85/Face-Recognition-with-Camera-1-320.jpg)
![Ver. 1 Tool to check face in picture.
3/29/17 Powred by BH_Lin 2
* Purpose:
* Check the picture’s availability before adding pictures into database.
* Manage pictures.
Solution [1]: Web Interface with Server host
Solution [2]: macOS app
[A] [B] [C]
Solution [3]: Command line only](https://image.slidesharecdn.com/facerecognitionwithcamerabybhphase1-170327183510/85/Face-Recognition-with-Camera-2-320.jpg)
![Ver. 1 Tool to check face in picture.
3/29/17 Powred by BH_Lin 3
Solution [1]: Web Interface with Server host
[A] [B] [C]
Support Drag
and Drop and
File uploading
Receive file
and initiate
local process to
analyze
Analyze image
file](https://image.slidesharecdn.com/facerecognitionwithcamerabybhphase1-170327183510/85/Face-Recognition-with-Camera-3-320.jpg)
Face Recognition with Camera
- 1. Ver. 1 Concept of face recognition 3/29/17 Powred by BH_Lin 1 [1] Sample Gathering [2] Face Recognition Collect pictures Check Availability Manual Auto File Management [3] Staff attendance recording Record View to check records
- 2. Ver. 1 Tool to check face in picture. 3/29/17 Powred by BH_Lin 2 * Purpose: * Check the picture’s availability before adding pictures into database. * Manage pictures. Solution [1]: Web Interface with Server host Solution [2]: macOS app [A] [B] [C] Solution [3]: Command line only
- 3. Ver. 1 Tool to check face in picture. 3/29/17 Powred by BH_Lin 3 Solution [1]: Web Interface with Server host [A] [B] [C] Support Drag and Drop and File uploading Receive file and initiate local process to analyze Analyze image file
- 4. Ver. 1 Tool to capture faces for specific person (Command Line Version) 3/29/17 Powred by BH_Lin 4 python inputface.py {ID} $python inputface.py 1 - Need to check existed files with same ID. - Continue capturing file with face and saving file.
- 5. Ver. 1 Tool to capture faces for specific person (macOS Version) 3/29/17 Powred by BH_Lin 5 ## Check the validity of the picture
- 6. Ver. 1 Points to check image 3/29/17 Powred by BH_Lin 6 If ( length(faces) > 0) If ( length(faces) == 1) Face.size > Image.size/10
- 7. Ver. 1 Script for face recognition 3/29/17 Powred by BH_Lin 7 Input image with label Training Predict Mapping label A B C D
- 8. Ver. 1 Pictures in folder “yalefaces” 3/29/17 Powred by BH_Lin 8 Subject{ID}.{CHARACTERISTIC}.{IMG_NUMBER}.{FILE FORMAT} subject1.normal.1.png subject1.normal.11.png