Completed

Whiteline Detection by Machine Learning and Image Processing and Proprietary Video Format Decipher

Line Marking Investigation

A software is required to give intensity measurements of line markings (longitudinal white and yellow lines) from night jpegs.

The user should be able to specify a ROI. It may be best to have and option of two ROIs. One for the left line and one for the right. The lines are brightest a certain distance from the camera to the box(es) will be narrow vertically.

The output should be Jpeg name, GIS coordinate of centre of the white line within the ROI, Colour, Mean Intensity Ratio, Peak Intensity Ratio

We have a proprietary format, VJP(Video JPEG), for storage of a series of JPG developed by an independent developer many years ago. There is no documentation. All we know is there is a header that tells where the individual JPEGS are stored followed by the sequence of JPEGs. There are also additional JPEGs (named Q-frames) that are 20% of the size of the originals that facilitate fast playback. These will either be in a block after the header or interleaved. We do not know.

Being able to handle this format is crucial to our work. We create VJP files directly form 4K Mpeg video.

The task is to be able to read (and write) a VJP file and use it instead of Jpegs in the night jpeg software. In addition to this a written description of the format should be supplied.

Skills: Machine Learning (ML), Artificial Intelligence, Image Processing, Tensorflow

About the Employer:
( 2 reviews ) Bedford, United Kingdom

Project ID: #20898563

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ryongshan

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xiqian88

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