<div dir="ltr">Pretty cool...<div><br></div><div>Even that it uses the stock USB version of Movidius, and the Google Vision AIY uses a custom PiZero bonnet,</div><div>some of those steps they show may help Ray and I get our Google Vision AIY doing things..</div><div><br></div><div>This space is poised to explode, with such capabilities becoming easier and easier to implement, and with things like Movidius, feasible to embed in battery powered devices...</div><div><br></div><div>For example, the IBM Watson visual recognizer that we used for the beer finding SmartCamBot last year was pretty easy to train, but you were locked into Watson APIs in the cloud.</div><div><br></div><div>The DesignSpark example above runs locally on battery, but was using a pre-compiled recognizer.  The author skipped over the steps to make the model.  The Google Vision AIY instructions show a non-trivial learning curve to create a model for Movidius...</div><div><br></div><div>But recently, Microsoft has opened up a model creation tool that can export Tensor Flow:</div><div><br></div><blockquote style="margin:0 0 0 40px;border:none;padding:0px"><div><a href="https://azure.microsoft.com/en-us/services/cognitive-services/custom-vision-service/">https://azure.microsoft.com/en-us/services/cognitive-services/custom-vision-service/</a></div></blockquote><div><br></div><div>At some point, I want to try that and put a custom model into my Google AIY Vision...</div><div><br></div><div><br></div><div>FWIW, MS Cognitive Services shows some cool things it's API can do:</div><div><br></div><blockquote style="margin:0 0 0 40px;border:none;padding:0px"><div><a href="https://azure.microsoft.com/en-us/services/cognitive-services/computer-vision/">https://azure.microsoft.com/en-us/services/cognitive-services/computer-vision/</a></div></blockquote><div><br></div><div><br></div><div>- Carl</div><div><br></div></div><div class="gmail_extra"><br><div class="gmail_quote">On Mon, Feb 5, 2018 at 9:49 AM, Doug Paradis <span dir="ltr"><<a href="mailto:paradug@gmail.com" target="_blank">paradug@gmail.com</a>></span> wrote:<br><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div dir="ltr">Here is an interesting link on a 

<span style="color:rgb(0,0,0);font-family:Arial,sans-serif;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:700;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;float:none;display:inline">Pi 3 Model B, Pi Camera, Intel Movidius NCS, the DesignSpark Pmod HAT, and a Digilent OLED Pmod.</span><div><span style="color:rgb(0,0,0);font-family:Arial,sans-serif;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:700;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;float:none;display:inline"><br></span></div><div><span style="text-align:start;text-indent:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;float:none;display:inline"><font color="#000000" face="Arial, sans-serif"><b><a href="https://www.rs-online.com/designspark/ai-powered-identification-with-the-pidentifier?cm_mmc=US-EM-_-DSN_20180205-_-DM86266-_-HB_URL&cid=DM86266&bid=585647784" target="_blank">https://www.rs-online.com/<wbr>designspark/ai-powered-<wbr>identification-with-the-<wbr>pidentifier?cm_mmc=US-EM-_-<wbr>DSN_20180205-_-DM86266-_-HB_<wbr>URL&cid=DM86266&bid=585647784</a></b></font><br></span></div><div><span style="text-align:start;text-indent:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;float:none;display:inline"><font color="#000000" face="Arial, sans-serif"><br></font></span></div><div><span style="text-align:start;text-indent:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;float:none;display:inline"><font color="#000000" face="Arial, sans-serif">Regards,</font></span></div><div><span style="text-align:start;text-indent:0px;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial;float:none;display:inline"><font color="#000000" face="Arial, sans-serif">Doug P.</font></span></div></div>
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