conclusions .... So far

Using pattern recognition to analysis a Image to extract particular frequency’s from the sample

Specific wave length colorimeter , using the Arduino we can build a quick embedded circuit, to read the intensity of light passing though a liquid

can prove beers Lambert law
add a base solution to get calibration
add a pattern we want to find i.e. caffeine
use software to process signal
test different liquids to see if pattern exists

may not happen as hard to pull out signals unless have a reaction agent.

As all these solutions require signal processing that the next stop so after lots of research on alagroms .see keyworks this lead me onto Back propergation nureal networks seem to be the answer , as I will know the output signal Im looking for


colorimeter problem but this device has a disadvantage that the sensing area is very small. as only specfic wavelenghts , need either lots of differnt LED including IR and uv....? or full spectrometer.... but is very simple to implement , and that what im looking for

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