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Please note this project was advertised earlier, but was withdrawn and now all is clear for it to go ahead but the budget has been reviewed and adjusted accordingly.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

Kemahiran: Python, Django, Machine Learning (ML)

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Tentang Majikan:
( 1 ulasan ) Băilești, Romania

ID Projek: #27572662

12 pekerja bebas membida secara purata $574 untuk pekerjaan ini


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$500 USD dalam 7 hari
(14 Ulasan)

Hi, Thanks for your job posting, and I have interested in your project. I am an experienced ⭐⭐⭐Python Expert⭐⭐⭐ with over 7 years of rich experience. In the meantime, I have successfully done a lot of projects such as Lagi

$500 USD dalam 7 hari
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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 Lagi

$800 USD dalam 16 hari
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Dear employer, I went through all your requirements. I'm glad to let you know that, I can do your project. I'm an experienced software and website developer with a committed team working along side me. I can assure you Lagi

$450 USD dalam 2 hari
(16 Ulasan)

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 Lagi

$750 USD dalam 15 hari
(9 Ulasan)

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 Lagi

$750 USD dalam 10 hari
(1 Ulasan)

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 Lagi

$500 USD dalam 7 hari
(1 Ulasan)

Hello, I am a excellent senior developer. I read your requirement carefully. I'd like to show my skill. You maybe amaze at my skill. Hope to discuss in more detail via chat. Thanks.

$350 USD dalam 7 hari
(1 Ulasan)

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 Lagi

$790 USD dalam 15 hari
(0 Ulasan)

Hi, Reading your job description, i knew my abilities was best fit for your requirement. Because I am good with website and mobile app development. I have worked with many similar projects before. It would be great if Lagi

$500 USD dalam 7 hari
(0 Ulasan)

Hello, Sir. I read your opinion seriously. Experience in worked with Python and machine learning using Open CV. I have experience of 7 years and done similar projects in done similar projects before. As a man of tru Lagi

$500 USD dalam 20 hari
(0 Ulasan)

Hi, I have rich experience in Image Processing. I'm really familiar to C#/C++ and Opencv. You can find my previous work in this link.   [login to view URL]   Please hire me, I'll provide you perfect result. Thank Lagi

$500 USD dalam 7 hari
(0 Ulasan)