help develop an algorithm in opencv-python to run self-service-barber

Please note this project was advertised earlier, but was withdrawn and now all is clear for it to go ahead but the budget has been reviewed and adjusted accordingly.

I need help on a project that aims to deliver a self-service-barber solution. It's about developing an algorithm that captures an image and do some image analysis/processing like detection, segmentation of roi, clustering, reshaping, drawing lines etc. This processing needs to use a wide variety of methods to perform different analysis to output different dimensions from the ROI like length, density, texture, dominant colour, etc. Also, it has to be interactive as it has to accept user input as arrays or arguments. I done some research on this and got it in my head and think it’s got a lot of commercial potential.


Highlevel Overview of Deliverables / Pipeline / Workflow

• Start the system

• login or register on the web app

Data – Acquisition, Ingestion

• face, head and hair detection (using haar cascades and classifiers)

• show the image (raw or unprocessed)

• capture the image (using web cam or 3D scanner)

• etc

Information – Store, Curate, Cleaning, Feature

• store image in temp directory

• retrieve the image to perform processing and analysis (edge detection, denoising, Hough, contours, thresholding etc)

• use coordinates to segment the head into clusters (input from the user)

• extract features from images and match images

• detect and segment (instance or semantic) hair

• etc

Insights - Modelling

• model to implement head landmark like (68 dlib face landmarks)

• implement supervised / unsupervised machine learning algorithms for image processing

• deep learning models for image classification, segmentation, object detection, transfer learning and neural style transfer

• show the image (processed - try before you buy feature)

• etc

Productionise - Decision

• enable styling each cluster differently (input from the user)

• draw-lines to boundary these clusters (lines guided by head landmarks)

• treat each cluster as separate ROI

• etc

Execution – Action

• confirmation and check out

• algorithm to treat these clusters as one array or list

• algorithm executes

notion link to be shared with hired engineer

Taidot: Python, Django, Machine Learning (ML)

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Tietoa työnantajasta:
( 1 arvostelu ) Băilești, Romania

Projektin tunnus: #27572662

14 freelancers are bidding on average $571 for this job


* Computer Vision and Machine Learning Expert * Hello, I have 7 years experience of computer vision and machine learning. So i have full skills and experience of this field, and have developed a lot of projects such as Lisää

$500 USD 7 päivässä
(13 arvostelua)

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$500 USD 7 päivässä
(10 arvostelua)

Hi. I am a Machine Vision Expert. I am very familiar to Deep learning apis such as Tensorflow, TensorflowLite, TfLearn, keras, pytorch, and fastai, mxnet. I have a good hands on working with Advanced R and Python and B Lisää

$800 USD 16 päivässä
(6 arvostelua)

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$450 USD 2 päivässä
(15 arvostelua)

Hello, I've complete MS Software Engineering. I've 5-Year experience in Core Python development. My Core Skills are Machine Learning and AI - Deep Learning - Tensorflow - Pytorch - OpenCV - Deep Learning - Data Analy Lisää

$750 USD 15 päivässä
(8 arvostelua)

Thank you for your posting! I am an image processing expert with full experiences using machine learning such as tensorflow, caffe, DARKNET, OPENALPR, etc and opencv, intel OPENVINO technique. I have developed a lot o Lisää

$700 USD 7 päivässä
(1 arvostelu)

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$400 USD 3 päivässä
(0 arvostelua)

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$350 USD 7 päivässä
(1 arvostelu)

Hi. I am an expert in this area. I am familiar with Tensorflow, TensorflowLite, OpenCV apis. I have a knowledge of developing Dashboards and Web Applications using django. I understand the requirements of the project a Lisää

$790 USD 15 päivässä
(0 arvostelua)

I have 11 years experience in C/Machine language/Matlab/Python, Algorithm Simulation programming, software Architecture, Deep learning, Artificial Intelligence and Django I am sure I can do it. You will get the best re Lisää

$750 USD 10 päivässä
(0 arvostelua)

With my Masters degree in Robotics and Artificial intelligence and 5+ years of experience as a senior AI engineer -Machine learning, under my belt, I have developed and build various prototypes and products for Militar Lisää

$500 USD 7 päivässä
(0 arvostelua)

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$500 USD 7 päivässä
(0 arvostelua)

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$500 USD 20 päivässä
(0 arvostelua)

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$500 USD 7 päivässä
(0 arvostelua)