Facial Recognition using C++, OpenCV, DNN

Completato Pubblicato 1 anno fa Pagato alla consegna

$3000-5000 USD

Pagato alla consegna

Completato Pagato alla consegna

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)

Programmazione C++ Linux OpenCV Deep Learning

Rif. progetto: #33700651

Info sul progetto

8 proposte Progetto a distanza Attivo 1 anno fa

Vuoi guadagnare?

I vantaggi di fare offerte su Freelancer

Imposta il tuo budget e i tempi previsti
Fatti pagare per il lavoro svolto
Delinea la tua proposta
La registrazione e le offerte sui lavori sono gratuite

Assegnato a:

Immagine del profilo di umg536
umg536

(7 valutazioni)
6.0

8 freelance hanno fatto un'offerta media di $4430 per questo lavoro

Immagine del profilo di liveexperts123
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 Altro

$5000 USD in 3 giorni
(33 valutazioni)
6.8
Immagine del profilo di rashidamjad
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 Altro

$4440 USD in 22 giorni
(3 valutazioni)
3.9
Immagine del profilo di Safeer143
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 Altro

$5000 USD in 7 giorni
(1 Recensione)
3.7
Immagine del profilo di DrSyafiq
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 Altro

$5000 USD in 7 giorni
(1 Recensione)
2.0
Immagine del profilo di heenafullstacken
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 Altro

$5000 USD in 21 giorni
(0 valutazioni)
0.0
Immagine del profilo di Koki1216
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 Altro

$5000 USD in 7 giorni
(0 valutazioni)
0.0
Pubblica un progetto simile