Completed

Facial Recognition using C++, OpenCV, DNN

Budget $3000-5000 USD

Job Description:

We are looking to build a facial recognition shared library. The core library must be written in C++ due to future testing requirements. There will end up being multiple stages for ongoing work.

Stage 1 - Proof of concept

- OpenCV utilizing pre-trained DNN models that are available

- Load image by filename and detect face

- Write binary face template to disc with 128D vectors, write template data (i.e. eye location, UUID)

- Finalize gallery by concatenating enrolled templates and merging template data into a manifest

- Search gallery with probe image

- Generate candidate list from search sorted by Euclidian distance [0-1] and match w/ manifest data

- Build C++ shared library so tests can be called via command line and through another test application

Environment Requirements

- Library must run on 64 bit version of Ubuntu 20.04.3 LTS (Focal Fossa) w/ Linux kernal 5.4.0-91-generic

- Library must be in a format that is dynamically linkable using C++17 compiler g++ version 9.3.0

- Run on x86_64 platforms

- Use CPU processing (GPU will be down the road)

- Run in single threaded mode

- Capable of being parallelized via the fork() function

- Can read image, detect face, write template within 1 second or less

- Templates must be 32KB MAX (smaller the better)

Skills: C++ Programming, Linux, OpenCV, Deep Learning

About the Client:
( 15 reviews ) Rancho Cucamonga, United States

Project ID: #33700651

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umg536's Profile Picture
umg536

(7 Reviews)
6.0

8 freelancers are bidding on average $4430 for this job

liveexperts123's Profile Picture
liveexperts123

Hi there,I'm biddin on your project "Facial Recognition using C++, OpenCV, DNN " I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave More

$5000 USD in 3 days
(33 Reviews)
6.8
rashidamjad's Profile Picture
rashidamjad

Hi there, How are you? I can work with your project skills OpenCV, C++ Programming, Linux and Deep Learning. Upon reading your description file I am sure we can definitely pull it off once provided with detailed file o More

$4440 USD in 22 days
(3 Reviews)
3.9
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Safeer143

Hello. I read your project description very carefully. I also completed related project for face recognition that's why i assure u that i will help you in your project and completed in timeline I have a deep underst More

$5000 USD in 7 days
(1 Review)
3.7
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DrSyafiq

Hi, We went through your project description and it seems like our team is a great fit for this job. We are an expert team which have many years of experience on C++ Programming Please come over chat and discuss you More

$5000 USD in 7 days
(1 Review)
2.0
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heenafullstacken

Hi, this is Heena. i have checked that your Project Title is Facial Recognition using C++, OpenCV, DNN . its according my skills. Please visit my portfolio: https://www.freelancer.com/u/heenafullstacken Regards A More

$5000 USD in 21 days
(0 Reviews)
0.0
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Koki1216

Hello, this is Koki from Japan who has been working with image processing and deep learning algorithms for over decades now. I have checked your project description carefully and I think that I can help you to complete More

$5000 USD in 7 days
(0 Reviews)
0.0

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