Testing of the HiGrade product on strain Purple Badlands. I really do like this product… was so easy to setup! It seems to test a little higher than the packaging but usually gives a 3% window. Each test gets put into a database and eventually this product will have an ultimate strain database.
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Training algorithms with chemical analyses
“We are often approached by people who assume that in order to calculate potency, we look for the images in our database that are the most similar to the ones they uploaded. We don’t do that. Over the course of 3 years, we have collected many samples of cannabis flowers, collected images from each one, and sent each to an HPLC test in regulatorily approved labs in the US. This way we created a huge database of microscopic images of cannabis flowers and their corresponding chemical analyses. We then used this dataset to train a state of the art image recognition algorithm – deep neural networks (deep as in deep learning, a branch of AI).”
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