It is Not about simple face detection.
Payment for work done. Plus good Bonus for a fast delivered end result.
I am looking for someone with current experience to create an Anti-Spoofing / Liveness Face Recognition Library that can be used in Android, iPhone and via a Web page at the server side. The Web page component will likely be javascript for the user-interface and run back to the logic processing at the server end.
** I have seen and tried a few Github projects that if combined might create the result I am looking for. **
OBJECTIVES
A) Create using some Github projects, a Web process for Face Detection and Matching (Recognition)
Can use existing openCV and Eigenface code for Matching/Recognition
B) Create a similar process in a Library that can be used in Android and iOS
A-1. Easy
Combine a few Github projects for Face using Javascript / Node.js etc
A-3. Difficult
Anti-Spoofing. Using one or combination of Github projects combat against Spoofing that uses printed images, photos or phones imahes / video.
By Anti-Spoofing I mean that the code will be able to detect if the face is Human or a Photo representation.
PERSON
Ideally someone who knows about Models, Alignment, CNN / Caffe, Liveness, AntiSpoofing
LANGUAGES AND LIBRARIES
C++ openCV
C# Eigenface
Python Face Recognition
Javascript
JAVA
Android
This project can be tackled in a number of ways and I am open to suggestions on how that can be done.
For example ;
a)
i) - Capture the Face points to determine it is a Face - (Detection - easy)
ii) - Request the user moves their face / smiles / closes an eye - (Liveness - easy)
iii) - Apply an Anti-Spoofing algorithm to the image using a trained model (this is the tough bit)
There is plenty of existing code for i) and ii) for 64 point and 106 point which is better and I have also tried them for Detection with sucess.
br/>ANTI-SPOOFING
Below are a number of Github projects some of which look like they might do the job.
Some are in Chinese so you might need Google Translate. I did and it is fine.
Some are in Python so for a Phone solution they will need to be run inside something like Chaquopy or converting it to Javascript or C# or Java etc.
There are quite a few Python code converters available even online ones. If I need to purchase one for you I can probably do that.
https://github.com/SoftwareGift/Face-Anti-spoofing-for-RGB
PROCESSING RESPONSE TIME
This is an important consideration and this matter should be taken into account.
B-1.
LIBRARY
The Android and iPhone libraries will be whatever is most appropriate for those platforms.
You will need to be able to ;
a) create the Library
b) create a simple test app for each platform to demonstrate it working
Reply with the word BUTTER so I know you have read the job.","employmentType":["FULL_TIME","PART_TIME","CONTRACTOR","TEMPORARY","PER_DIEM"],"jobLocationType":"TELECOMMUTE","hiringOrganization":{"@type":"Organization","name":"Toogit","sameAs":"https://www.toogit.com/","logo":"https://www.toogit.com/images/toogit_logo_initial.png"},"identifier":{"@type":"PropertyValue","name":"Toogit","value":354764},"skills":["Artificial Intelligence","Deep Learning","Machine Learning","OpenCV","Android"],"applicantLocationRequirements":[{"@type":"Country","name":"IN"},{"@type":"Country","name":"Canada"},{"@type":"Country","name":"USA"},{"@type":"Country","name":"Germany"},{"@type":"Country","name":"Pakistan"},{"@type":"Country","name":"Philippines"},{"@type":"Country","name":"Indonesia"},{"@type":"Country","name":"Sri Lanka"},{"@type":"Country","name":"Nigeria"},{"@type":"Country","name":"China"},{"@type":"Country","name":"Russia"},{"@type":"Country","name":"Bangladesh"}],"validThrough":"2024-07-15T21:06:12+05:30","url":"https://www.toogit.com/freelance-jobs/MzU0NzY0"}
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