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Showing posts from October, 2019

Tensorflow Serve | multiple models same server

There is a way to serve multiple models within one Tensorflow Serve server providing config file. model_config_list: { config: { name: "model1", base_path: "/models/model1", model_platform: "tensorflow" }, config: { name: "model2", base_path: "/models/model2", model_platform: "tensorflow" } } More detailed information possible to get here . What I would like to know how convenient is this solution? Is it possible to upload new versions? Edit config?

Serving Models in Production with TensorFlow Serving (TensorFlow Dev Sum...

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TensorFlow Extended An End to End Machine Learning Platform for TensorFlow

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Really good articles on built_value

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https://medium.com/dartlang/darts-built-value-for-immutable-object-models-83e2497922d4#.48dyezxcl https://medium.com/dartlang/darts-built-collection-for-immutable-collections-db662f705eff https://medium.com/dartlang/darts-built-value-for-serialization-f5db9d0f4159#.h12y94wu7

Speaker Diarization

Found super interesting article about speaker diarization. Guys build full framework to separate speakers on audio online. The paper can be found here . The repository is here . Other interesting articles on topic: https://www.infoq.com/news/2018/11/Google-AI-Voice/ https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5996252/ http://theconversation.com/human-voices-are-unique-but-our-study-shows-were-not-that-good-at-recognising-them-79520 https://towardsdatascience.com/automatic-speaker-recognition-using-transfer-learning-6fab63e34e74 https://medium.com/@ageitgey/machine-learning-is-fun-part-6-how-to-do-speech-recognition-with-deep-learning-28293c162f7a https://medium.com/linagoralabs/voice-activity-detection-for-voice-user-interface-2d4bb5600ee3 https://medium.com/linagoralabs/computing-mfccs-voice-recognition-features-on-arm-systems-dae45f016eb6 https://towardsdatascience.com/beginners-guide-to-speech-analysis-4690ca7a7c05 https://towardsdatascience.com/speech-recognition-i...

Flutter Course

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From my point of view very nice course for free. I highly appreciate the work of Nick. Clean code practises in course are really good.

Really the best Belgian waffles

We found this receipt today with my middle daughter. Waffles were so delicious :)

2014 Personality Lecture 11: Existentialism: Viktor Frankl

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Blob Url Video

Interesting ideas found here  and here . Cool solution  youtube-dl .

Flutter application to learn

Want to get to know Flutter well - here is GIthub repository with the application to learn.

Voice to Text

Spinx Open-source application for voice-to-text processing. It is written on C++ and Java, Python client exists. Code can be found here . Project page .

Implementing Microservices Security Patterns

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Good articles about LSTM and Attention

LSTM Attention