1/ I think it's time to address a question/criticism I've been getting quite a bit which was fully expected when going into making DeOldify into a business: Why not be awesome and give out the latest and greatest DeOldify for free? For the greater good?
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It’s not that hard, folks: selling one version pays for future research.
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It will all boil down to packaging to address the Job to be Done (JTBD). Open source relates to shared development costs. A lot of products use open source. But products are able to sell because they solve a specific use case with as little friction as possible.
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There are many use cases for colorization. But, MyHeritage is a clear JTBD for people interested in their family history and have a lot of old bw pictures. This is the sensible route to market for specialized DL technology.
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Maybe I missed that part but the result differences myheritage<->open source are not just a matter of training? Just wondering if it is worth to juggle with the colab version, when the myheritage version spits out far better results.I´d rather give you the money directly though.
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There's a lot of architectural differences, training differences etc. Almost everything changed.
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I think the way youve done it is completely reasonable. I think the art of it is figuring out how to share the technology while not sabotaging the product and I think you've hit the right balance
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