Torch, TF, Lasagne code for audio style transfer.

http://dmitryulyanov.github.io/audio-texture-synthesis-and-style-transfer/

#dl #audio #styletransfer #torch #tf #lasagne

Image-to-Image Translation in Tensorflow

http://affinelayer.com/pix2pix/index.html

#deeplearning #tf #dl

Tensorflow: The Confusing Parts (1)

The tutorial for beginners by Jacob, Google AI Resident. This can be nice intro for those, who wanted to get familiar with #TF

This is thorough introduction to the concepts underlying Tensorflow’s API; such as nodes, graphs and sessions.

https://jacobbuckman.com/post/tensorflow-the-confusing-parts-1/?utm_source=telegram&utm_medium=opendatascience

#tensorflow #tutorial #novice #beginner

Face recognition is now available as a JS-package with the help of face-api.js. It is built on top of #Tensorflow (js version).

https://itnext.io/face-api-js-javascript-api-for-face-recognition-in-the-browser-with-tensorflow-js-bcc2a6c4cf07?gi=a277ad002e2a

#cv #js #tf #dl #cnn

Fast image-to-image translation in the browser. With 3 trained models introduced. Plus a processed dataset of 1000 images for edges2cats translation.

Demo: https://zaidalyafeai.github.io/pix2pix/cats.html
Code: https://github.com/zaidalyafeai/zaidalyafeai.github.io/tree/master/pix2pix

#tf #tensorflow #tfjs #pix2pix #cv

🔥 Tensorflow 2.0 release

Faster
TPU support
TensorFlow datasets

Change log: https://medium.com/tensorflow/tensorflow-2-0-is-now-available-57d706c2a9ab

#google #tensorflow #dl #tf

​​Separate voice from music

Spleeter is the Deezer source separation library with pretrained models written in Python and uses Tensorflow. It makes it easy to train source separation model (assuming you have a dataset of isolated sources), and provides already trained state of the art model for performing various flavor of separation:
* vocals (singing voice) / accompaniment separation (2 stems)
* vocals / drums / bass / other separation (4 stems)
* vocals / drums / bass / piano / other separation (5 stems)

Spleeter is also very fast as it can perform separation of audio files to 4 stems 100x faster than real-time when run on a GPU

blog: https://deezer.io/releasing-spleeter-deezer-r-d-source-separation-engine-2b88985e797e
paper: http://archives.ismir.net/ismir2019/latebreaking/000036.pdf
github: https://github.com/deezer/spleeter

#voice #music #tf

With new TensorBoard.dev you can share your DL/ML experiments result at tensorBoard

Link: https://blog.tensorflow.org/2019/12/introducing-tensorboarddev-new-way-to.html

#DL #ML #tensorflow #tf