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That's a good suggestion! Especially having a "sanity check" against a popular colour which should increase robustness when new images arrive. Robustness is suc

by teh 12y ago

That's a good suggestion! Especially having a "sanity check" against a popular colour which should increase robustness when new images arrive. Robustness is such a tricky subject, especially when the loss, i.e. the cost of returning a wrong image is fairly high. For fashion items the occasional odd colour is OK but accidentally returning naked people can be devastating for a product. I want to stress that this code is massively simplified to avoid obscuring the main plot. There's so much we skipped: the code in the blog post actually computes pretty terrible results compared to an even moderately tuned pipeline :)

phkahler 12y ago
>> There's so much we skipped: the code in the blog post actually computes pretty terrible results compared to an even moderately tuned pipeline :) That's fine. I am a day away from starting an image processing app and was thinking of Python and some libraries. This blog confirms that idea and gives the right amount of "starting point" for my effort. My requirements are very different so showing a more specific solution while still interesting is of less universal value. Perhaps a part-II with more application specific methods would be good.