Viewing profile — mrubashkin
mrubashkin
HN member- Joined
- Thu, Feb 09, 2017, 1:48 AM UTC
- HN karma
- 102
- Public activity
- 17 items
- HN profile
- View on Hacker News ↗
About mrubashkin
I previously worked for Silicon Valley Data Science (SVDS), where I lead SVDS's Deep Learning R&D Team on projects including TensorFlow Image Recognition on IoT devices. Before SVDS, I was an Insight Data Engineering Fellow and a PhD student at UC Berkeley and UCSF.
Recent public activity
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Comment #13946513
I agree that it would be more efficient to have more wav files in the github repo, but we kept them minimal to reduce the total file size when cloning the repository. You can find …
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Comment #13946298
Hey Aetherspawn, the current repo does not currently have code for decoding individual fed in .wav files that are not in the train/dev/test sets. We'll polish up our code that simp…
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Comment #13946279
Hey ReverseCold, I had similar experiences to you when I tried TensorFlow fist ~1 yr ago, but since then, the ease of `pip install tensorflow` in a virtualenv has really made it fa…
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Comment #13946263
Thanks for the comment! I haven't read much about OpenCL: https://en.wikipedia.org/wiki/OpenCL I'm looking forward to learning more :)
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Comment #13656133
Hi Vonnik, thanks for the suggestions of tools for us to try out next and add to our list!
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Comment #13610313
Hey Alex, thanks for the comment! Have you tried out image classification with the Tegra X1 yourself by chance??
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Comment #13610290
We only used the Pi's CPU, which is adequate for classifying images, but not powerful enough to train a model
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Comment #13610258
My colleagues and myself have a blog post discussing how to do streaming video analysis on the Raspberry Pi: https://svds.com/streaming-video-analysis-python/ On the Pi3, our appli…
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Comment #13610227
Hi annnd! We tried a few times to train a scaled down model on the Pi3, but got nowhere. We've found that the best strategy is to train on the beefiest hardware you have, then tran…
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Comment #13610209
Hi Florin, thanks for the comment! Even with the heatsink (which we install on all of the Pis), we were still having overheating issues. We tried a few other things too to mitigate…
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Comment #13603973
Hey Sam this is Matt, thanks for your comment and your help a few months back! And for anyone else reading this, Sam is great at getting back to filed issues about installing tenso…