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.

Habilidades: Python, OpenCV, Arquitectura de software, Desarrollo de software, Software Documentation

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Información del empleador:
( 0 comentarios ) Somajiguda, India

Nº del proyecto: #22301038

5 freelancers están ofertando el promedio de ₹2011/hora para este trabajo


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