Today's code modification to the roaster cam is changing the behavior of the debug save button. Previously this created three images based on the next frame captured: the original image, the mask calculated for that image, and the masked image. Part of the file name is also what the system calculated as a degree of roast for that frame. I've changed this to do that for the next 10 frames, sticking each batch into its own directory.
The idea here is that 10 frames from each of several batches should be representative of the different image characteristics the system encounters and if I save those just before the end of the batch I can see how different types of images compare to the expected value as produced by a bench top analyzer. The expected values for those 10 frames should be very close to each other and to the post-roast measurement.
From there, I can see if there's an easy way to automatically classify the images that perform well (I have some thoughts on this, but I need a data set to test those ideas against) and see if there's anything reliable in worse performing images where maybe a different approach to calculating the measurement might produce a better quality measurement.
