Programmer with experience in Python and OpenCV

Project brief:

- Use of Python and OpenCV for acquisition and processing of images from multiple cameras. Application involves real-time processing of images to yield decision of pass/fail of object being inspected.

Time-constraint: Acquisition, processing and decision-making to occur within window of 0.3s


- Intel 8 Core i9-9900K CPU @ 3.60GHz PC

- Four USB monochrome global shutter cameras with max resolution of 800 x 400 pixels

- Position sensor

- ST microelectronics Nucleo microcontroller board.

Process flow ( all in real-time ):

-Position sensor is interfaced to Nucleo board and generates trigger when object arrives at correct position for cameras to acquire images.

- Nucleo board is connected to PC via USB and sends an ASCII character via Serial interface when it detects trigger from position sensor.

- PC must keep monitoring the Serial port on which the Nucleo is connected and listen for the correct ASCII character signalling for acquisition of images.

- Once character is received, PC needs to acquire and process images from all four cameras simultaneously and generate a pass/fail signal.

- This pass/fail signal is to be sent to the Nucleo board, which will in turn trigger actuation of a pneumatic actuator when a fail signal is received.

Note: Exact process flow may vary with changes needed as the project progresses.

Compétences : Python, OpenCV, Architecture Logicielle, Développement de logiciel, Software Documentation

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Concernant l'employeur :
( 0 commentaires ) Somajiguda, India

Nº du projet : #22301038

8 freelance font une offre moyenne de ₹1976/heure pour ce travail


Hi, sir. Nice to meet you. I checked your project description carefully and I have understood fully your requirements. I have majored in statistics and am good at Matlab/Python/R programming language and have many expe Plus

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Dear Hiring Manager, After reviewing your job description, it’s clear that you’re looking for a candidate that is extremely familiar with the responsibilities associated with the role, and can perform them confidentl Plus

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Pro Python/Software Architecture/Software Development/OpenCV/Software Documentation Expert! Hi client. Once saw a your project, it was very attracted my mind because I am very interested in your project and also, have Plus

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Hi. I am a Machine Vision Expert. I am very familiar to Deep learning apis such as Tensorflow, keras, pytorch, and fastai, mxnet. I can show my demos for you. I have a good hands on working with Advanced R and Python a Plus

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Dear Client, My name is Parth, I am a full stack developer specializes in creating beautiful websites and mobile app. In my 10 years in the Web and Mobile development industry, I have worked in over 60 complex projec Plus

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Hello, We have a very strong team for AI, IoT, Web and Mobile app developers. Our AI and IoT team is well versed in Machine Learning, Cryptocurrency, Deep Learning, Embedded Systems, Arduino boards, Open CV, Python, C Plus

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I am doing my masters in Machine learning in University of Bristol, UK. I have a 4 years of experience in computer vision and machine learning. have published papers using CV and ML. I feel I will be best for for this. Plus

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Hello, I am Embedded System Specialist with 10 years of Experience. I have done my M.S. in Space Science and Engineering. I have worked in variety of domain like Space, Robotics, Automotive, Energy, Solar and Industria Plus

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