We require an Image Processing specialist to implement a Computer Vision algorithm using either Google, IBM, Amazon or Microsoft platform.
You will be in charge of trainig the Neural network using any of the commercial available platforms in order to assess 13 different parameters from a rice sample.
Rice parameters include size (length with), Color (white, brown, yellow, etc), and opacity.
The hardware is already implemented and capturing images using a high definition sensor.
You will process the images captured on a local computer which has Internet access and you will be in charge of implementing software services and algorithms which will create a statistical report representative of the sample including, timstamp, physical, morphological and quality.
The project will bedeveloped in tree phases:
1. Proof of concept (including Software Platform Setup)
2. Hardware Optimmization
3. Release 2.0 including new features (increased accuracy, mobile app, management interface)
The end user is the Rice Mill Laboratory Technician
User interfacce should be parametrizable in both Spanish and English
Some background information can be found in this research paper
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Please estimate your time (in weeks hours or days) and budget (rate per hour) for each one of the three phases.
Also if you have any pre-requisites, please let us know.
Thank you,
Frank S. Ferro
Project Manager
ICT Pros
Bogotá Colombia
Thank you for looking at our bid. Could you kindly share an actual image (or tentative image) of small broken and large broken rice grain (or may be of a rice grain that is close to perfect).
Relevant Skills and Experience
Decent exposure to Python, openCV, also knowledge about Amazon ML, Lambda, image Rekognition
Proposed Milestones
$3000 CAD - to be discussed
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I can build the environment, process the images and build the classification models using R as required.
Relevant Skills and Experience
I have experience using R and building dashboards and visualizations using Shiny. I have worked with OpenCV as well for image processing.
Proposed Milestones
$1000 CAD - Set up environment, analyze data
$1500 CAD - Build models, evaluate and select the best model
There isn't enough space to outline the different phases. Could you contact me for a proposal?
I have checked the image and gone through the project description. I shall like to do this task for you after discussion .
Relevant Skills and Experience
Waiting for your message.
Proposed Milestones
$3000 CAD - r
if you can be kind enough to shortlist me for this project. Please give me a chance and initiate a chat so we can discuss further. Looking forward to work you. Thanks
Relevant Skills and Experience
I have gone through the project thoroughly and understood your project requirements. With years of experience and dedicated efforts, I will be glad to offer an outstanding services
I will provide the desired work in phased manner
Phase 1 1. Proof of concept 6 weeks 1500 cad
2. Hardware Optimization 6 weeks 1500 cad
3. Release 2.0 including new features 6 weeks 1500 cad
Relevant Skills and Experience
My team has PhD image processing experts
Proposed Milestones
$1500 CAD - phase1
$1500 CAD - phase2
$2000 CAD - phase3