VirtualTam's bookmarks

1. Parti - Pathways Autoregressive Text-to-Image 2022-07-02

   tags: generation, google, image, machine-learning, machine-learning/tensorflow, text

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   • https://imagen.research.google/
   • https://ai.googleblog.com/2022/05/vector-quantized-image-modeling-with.html
   • https://github.com/tensorflow/lingvo
   • https://ai.googleblog.com/2021/12/general-and-scalable-parallelization.html
   • https://cloud.google.com/blog/topics/tpus/google-showcases-cloud-tpu-v4-pods-for-large-model-training
2. Neural Nets for Generating Music - Artists + Machine Intelligence 2019-12-17

   tags: algorithm, generation, machine-learning/tensorflow, markov, music, neural-network

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3. spleeter: Deezer source separation library including pretrained models. 2019-11-06

   tags: audio, frequency, machine-learning, machine-learning/tensorflow, programming/python

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   • https://deezer.io/releasing-spleeter-deezer-r-d-source-separation-engine-2b88985e797e
   • http://archives.ismir.net/ismir2019/latebreaking/000036.pdf
4. ONNX - Open Neural Network Exchange 2019-01-14

   tags: machine-learning, machine-learning/tensorflow, neural-network

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   • https://github.com/onnx/onnx
   • https://github.com/onnx/onnxmltools
   • http://onnx.ai/supported-tools
5. Edge TPU Devices | Add accelerated ML to your embedded device 2019-01-11

   tags: embedded, machine-learning, machine-learning/tensorflow, neural-network, raspberry-pi, shield

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   • https://developers.googleblog.com/2018/07/new-aiy-edge-tpu-boards.html
   • https://cloud.google.com/edge-tpu/
6. TensorFlow-Object-Detection-on-the-Raspberry-Pi: A tutorial showing how to set up TensorFlow's Object Detection API on the Raspberry Pi 2018-12-19

   tags: camera, cat, detection, image, machine-learning/tensorflow, programming/python, raspberry-pi

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   • https://www.youtube.com/watch?v=gGqVNuYol6o
7. Build an Image Recognition API with Go and TensorFlow - Outcrawl 2018-09-18

   tags: image, machine-learning/tensorflow, programming/go

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   • https://www.reddit.com/r/golang/comments/777a6n/build_an_image_recognition_api_with_go_and/
   • https://github.com/tinrab/go-tensorflow-image-recognition
   • https://pliutau.com/image-recognition-in-go-using-tensorflow/
8. Machine Learning Crash Course  |  Google Developers 2018-03-01

   tags: machine-learning, machine-learning/tensorflow, mooc, programming/python

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   • https://eu.udacity.com/course/deep-learning--ud730
9. deeplearn.js 2018-01-18

   tags: machine-learning, machine-learning/tensorflow, programming/javascript, web

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10. Magenta 2018-01-18

    tags: audio, generation, machine-learning/tensorflow, music, neural-network

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    • https://github.com/tensorflow/magenta
11. TensorFlow-Examples: TensorFlow Tutorial and Examples for Beginners with Latest APIs 2017-11-09

    tags: machine-learning, machine-learning/tensorflow, programming/python

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12. TensorFlow Neural Network Tutorial 2017-11-09

    tags: machine-learning, machine-learning/tensorflow, neural-network, programming/python

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13. Deep Learning From Scratch: Theory and Implementation – deep ideas 2017-09-06

    tags: deep-learning, machine-learning, machine-learning/tensorflow, neural-network, programming/python

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    • http://www.deepideas.net/deep-learning-from-scratch-i-computational-graphs/
    • http://www.deepideas.net/deep-learning-from-scratch-ii-perceptrons/
    • http://www.deepideas.net/deep-learning-from-scratch-iii-training-criterion/
    • http://www.deepideas.net/deep-learning-from-scratch-iv-gradient-descent-and-backpropagation/
    • http://www.deepideas.net/deep-learning-from-scratch-v-multi-layer-perceptrons/
14. What is back propagation in neural networks? 2017-08-22

    tags: machine-learning, neural-network, recurrent, synapse

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    • https://en.wikipedia.org/wiki/Backpropagation
    • https://www.quora.com/How-do-you-explain-back-propagation-algorithm-to-a-beginner-in-neural-network
    • https://stackoverflow.com/questions/38340791/guided-back-propagation-in-tensorflow#38341080
    • https://www.tensorflow.org/tutorials/recurrent
    • https://stackoverflow.com/questions/40868896/backpropagation-through-time-bptt-of-lstm
15. TensorFlow for Poets « Pete Warden's blog 2017-08-20

    tags: data, deep-learning, machine-learning, machine-learning/tensorflow, mobile/android, programming/java, programming/python, visualization

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    • https://codelabs.developers.google.com/codelabs/tensorflow-for-poets/
    • https://codelabs.developers.google.com/codelabs/tensorflow-for-poets-2/
    • https://www.tensorflow.org/serving/
16. Image-to-Image Demo - Affine Layer 2017-04-24

    tags: cat, edge, image, machine-learning, shape, shoe, wall

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    • https://github.com/affinelayer/pix2pix-tensorflow
17. Tensorflow and deep learning - without a PhD by Martin Görner 2017-03-29

    tags: deep-learning, machine-learning, machine-learning/tensorflow, programming/python

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    • Part 1: https://goo.gl/pHeXe7
    • Part 2: https://goo.gl/UuN41S
18. ViZDoom - Doom-based AI research platform for reinforcement learning 2017-03-06

    tags: game/doom, machine-learning, machine-learning/tensorflow

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    https://github.com/mwydmuch/ViZDoom via http://tech.marksblogg.com/tensorflow-vizdoom-bots.html

19. An introduction to Generative Adversarial Networks (with code in TensorFlow) - AYLIEN 2017-02-03

    tags: machine-learning, machine-learning/tensorflow

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20. buriburisuri/speech-to-text-wavenet: Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow 2017-01-12

    tags: audio, deep-learning, machine-learning, programming/python, speech, text

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