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diff --git a/tensorflow/g3doc/resources/uses.md b/tensorflow/g3doc/resources/uses.md new file mode 100644 index 0000000000..ac42b1f8e7 --- /dev/null +++ b/tensorflow/g3doc/resources/uses.md @@ -0,0 +1,42 @@ +# Example Uses + +This page describes some of the current uses of the TensorFlow system. + +> If you are using TensorFlow for research, for education, or for production +> usage in some product, we would love to add something about your usage here. +> Please feel free to email us a brief description of how you're using +> TensorFlow, or send us a pull request to add an entry to this file. + +Listed below are some of the many uses of TensorFlow. + +* **RankBrain** + * **Organization**: Google + * **Domain**: Information Retrieval + * **Description**: A large-scale deployment of deep neural nets for search ranking on www.google.com. + * **More info**: ["Google Turning Over Its Lucrative Search to AI Machines"](http://www.bloomberg.com/news/articles/2015-10-26/google-turning-its-lucrative-web-search-over-to-ai-machines) + +* **Inception Image Classification Model** + * **Organization**: Google + * **Description**: Baseline model and follow on research into highly accurate computer vision models, starting with the model that won the 2014 Imagenet iamge classification challenge + * **More Info**: Baseline model described in [Arxiv paper](http://arxiv.org/abs/1409.4842) + +* **SmartReply** + * **Organization**: Google + * **Description**: Deep LSTM model to automatically generate email responses + * **More Info**: [Google research blog post](http://googleresearch.blogspot.com/2015/11/computer-respond-to-this-email.html) + +* **Massively Multitask Networks for Drug Discovery** + * **Organization**: Google and Stanford University + * **Domain**: Drug discovery + * **Description**: A deep neural network model for identifying promising drug candidates. + * **More info**: [Arxiv paper](http://arxiv.org/abs/1502.02072) + +* **On-Device Computer Vision for OCR** + * **Organization**: Google + * **Description**: On-device computer vision model to do optical character recoignition to enable real-time translation. + * **More info**: [Google Research blog post](http://googleresearch.blogspot.com/2015/07/how-google-translate-squeezes-deep.html) +} + +* TODO(opensource): Add several other research projects +* TODO(opensource): Pointer Sets? +* TODO(opensource): Others |