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Title: TensorFlow Compression | Data compression in TensorFlow

Open Graph Title: TensorFlow Compression

X Title: TensorFlow Compression

Description: Data compression in TensorFlow

Open Graph Description: Data compression in TensorFlow

Opengraph URL: https://tensorflow.github.io/compression/

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Domain: tensorflow.github.io

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Links:

lossy data compression tutorialhttps://www.tensorflow.org/tutorials/generative/data_compression
model compression tutorialhttps://www.tensorflow.org/tutorials/optimization/compression
paper on nonlinear transform codinghttps://arxiv.org/abs/2007.03034
talk on learned image compressionhttps://www.youtube.com/watch?v=x_q7cZviXkY
review paperhttps://arxiv.org/abs/2202.06533
API docshttps://www.tensorflow.org/api_docs/python/tfc
tensorflow-compression-opshttps://github.com/tensorflow/compression/tree/master/tensorflow_compression_ops
TFChttps://pypi.org/project/tensorflow-compression/
TFC opshttps://pypi.org/project/tensorflow-compression-ops/
the API documentationhttps://www.tensorflow.org/api_docs/python/tfc
Discussionshttps://github.com/tensorflow/compression/discussions
Issueshttps://github.com/tensorflow/compression/issues
instructions for WSL2https://www.tensorflow.org/install/pip#windows_1
TensorFlow Docker imagehttps://www.tensorflow.org/install/docker
TensorFlow installation instructionshttps://www.tensorflow.org/install/pip
previous releaseshttps://github.com/tensorflow/compression/releases
Colabhttps://colab.research.google.com/
Docker Desktophttps://www.docker.com/products/docker-desktop
TensorFlow Docker imagehttps://www.tensorflow.org/install/docker
Anacondahttps://www.anaconda.com/distribution/
models directoryhttps://github.com/tensorflow/compression/tree/master/models
models directoryhttps://github.com/tensorflow/compression/tree/master/models
CLIC datasethttps://www.tensorflow.org/datasets/catalog/clic
port 6006 on your machinehttp://localhost:6006
these Docker imageshttps://hub.docker.com/r/tensorflow/build
results subdirectoryhttps://github.com/tensorflow/compression/tree/master/results/image_compression
Improve this pagehttps://github.com/tensorflow/compression/edit/master/README.md

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