TensorFlow input pipelines | TensorFlow Core
https://www.tensorflow.org/guide/data
Code: https://github.com/tensorflow/docs/blob/master/site/en/guide/data.ipynb
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https://www.tensorflow.org/guide/data
Code: https://github.com/tensorflow/docs/blob/master/site/en/guide/data.ipynb
@tensorflowblog
TensorFlow
tf.data: Build TensorFlow input pipelines | TensorFlow Core
Multi-Task Robotic Reinforcement Learning at Scale
https://ai.googleblog.com/2021/04/multi-task-robotic-reinforcement.html
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https://ai.googleblog.com/2021/04/multi-task-robotic-reinforcement.html
@tensorflowblog
research.google
Multi-Task Robotic Reinforcement Learning at Scale
Posted by Karol Hausman, Senior Research Scientist and Yevgen Chebotar, Research Scientist, Robotics at Google For general-purpose robots to be mos...
MaX-DeepLab: Dual-Path Transformers for End-to-End Panoptic Segmentation
https://ai.googleblog.com/2021/04/max-deeplab-dual-path-transformers-for.html
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https://ai.googleblog.com/2021/04/max-deeplab-dual-path-transformers-for.html
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Googleblog
MaX-DeepLab: Dual-Path Transformers for End-to-End Panoptic Segmentation
https://blog.tensorflow.org/2021/04/reconstructing-thousands-of-particles-in-one-go-at-cern-lhc.html
@tensorflowblog
@tensorflowblog
blog.tensorflow.org
Reconstructing thousands of particles in one go at the CERN LHC with TensorFlow
Learn how engineers at the CERN LHC use TensorFlow to reconstruct thousands of particles in one go in this guest article by Jan Kieseler.
Evolving Reinforcement Learning Algorithms
https://ai.googleblog.com/2021/04/evolving-reinforcement-learning.html
@tensorflowblog
https://ai.googleblog.com/2021/04/evolving-reinforcement-learning.html
@tensorflowblog
research.google
Evolving Reinforcement Learning Algorithms
Posted by John D. Co-Reyes, Research Intern and Yingjie Miao, Senior Software Engineer, Google Research A long-term, overarching goal of research i...
HDR+ with Bracketing on Pixel Phones
https://ai.googleblog.com/2021/04/hdr-with-bracketing-on-pixel-phones.html
@tensorflowblog
https://ai.googleblog.com/2021/04/hdr-with-bracketing-on-pixel-phones.html
@tensorflowblog
blog.research.google
HDR+ with Bracketing on Pixel Phones
Holistic Video Scene Understanding with ViP-DeepLab
https://ai.googleblog.com/2021/04/holistic-video-scene-understanding-with.html
@tensorflowblog
https://ai.googleblog.com/2021/04/holistic-video-scene-understanding-with.html
@tensorflowblog
Google AI Blog
Holistic Video Scene Understanding with ViP-DeepLab
Posted by Siyuan Qiao, Student Researcher and Liang-Chieh Chen, Research Scientist, Google Research People are able to retrieve the visua...
Adaptive Framework for On-device Recommendation
https://blog.tensorflow.org/2021/04/adaptive-framework-for-on-device-recommendation.html
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https://blog.tensorflow.org/2021/04/adaptive-framework-for-on-device-recommendation.html
@tensorflowblog
blog.tensorflow.org
Adaptive Framework for On-device Recommendation
An adaptive framework to create TensorFlow Lite on-device recommendation solutions with your own data.
Flexible, Scalable, Differentiable Simulation of Recommender Systems with RecSim NG
https://ai.googleblog.com/2021/04/flexible-scalable-differentiable.html
@tensorflowblog
https://ai.googleblog.com/2021/04/flexible-scalable-differentiable.html
@tensorflowblog
research.google
Flexible, Scalable, Differentiable Simulation of Recommender Systems with RecSim
Posted by Martin Mladenov, Research Scientist and Chih-wei Hsu, Software Engineer, Google Research Recommender systems are the primary interface co...
Do Wide and Deep Networks Learn the Same Things?
https://ai.googleblog.com/2021/05/do-wide-and-deep-networks-learn-same.html
@tensorflowblog
https://ai.googleblog.com/2021/05/do-wide-and-deep-networks-learn-same.html
@tensorflowblog
Google AI Blog
Do Wide and Deep Networks Learn the Same Things?
Posted by Thao Nguyen, AI Resident, Google Research A common practice to improve a neural network’s performance and tailor it to availabl...
Introducing FELIX: Flexible Text Editing Through Tagging and Insertion
https://ai.googleblog.com/2021/05/introducing-felix-flexible-text-editing.html
@tensorflowblog
https://ai.googleblog.com/2021/05/introducing-felix-flexible-text-editing.html
@tensorflowblog
research.google
Introducing FELIX: Flexible Text Editing Through Tagging and Insertion
Posted by Jonathan Mallinson and Aliaksei Severyn, Research Scientists, Google Research Sequence-to-sequence (seq2seq) models have become a favoure...
https://blog.tensorflow.org/2021/05/using-tfx-inference-with-dataflow-for-large-scale-ml-inference-patterns.html
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@tensorflowblog
blog.tensorflow.org
Using TFX inference with Dataflow for large scale ML inference patterns
Walk-through of TensorFlow Extended ( TFX ) RunInference API with Google Cloud Dataflow. Abstracting you away from the manual toil of implementing inf
Crisscrossed Captions: Semantic Similarity for Images and Text
https://ai.googleblog.com/2021/05/crisscrossed-captions-semantic.html
@tensorflowblog
https://ai.googleblog.com/2021/05/crisscrossed-captions-semantic.html
@tensorflowblog
Googleblog
Crisscrossed Captions: Semantic Similarity for Images and Text
Building a TinyML Application with TF Micro and SensiML
https://blog.tensorflow.org/2021/05/building-tinyml-application-with-tf-micro-and-sensiml.html
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https://blog.tensorflow.org/2021/05/building-tinyml-application-with-tf-micro-and-sensiml.html
@tensorflowblog
blog.tensorflow.org
Building a TinyML Application with TF Micro and SensiML
The TensorFlow blog contains regular news from the TensorFlow team and the community, with articles on Python, TensorFlow.js, TF Lite, TFX, and more.
tf.keras.Model
https://www.tensorflow.org/api_docs/python/tf/keras/Model
Code: https://github.com/tensorflow/tensorflow/blob/v2.4.1/tensorflow/python/keras/engine/training.py#L138-L2675
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https://www.tensorflow.org/api_docs/python/tf/keras/Model
Code: https://github.com/tensorflow/tensorflow/blob/v2.4.1/tensorflow/python/keras/engine/training.py#L138-L2675
@tensorflowblog
TensorFlow
tf.keras.Model | TensorFlow v2.16.1
A model grouping layers into an object with training/inference features.
ALIGN: Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
https://ai.googleblog.com/2021/05/align-scaling-up-visual-and-vision.html
@tensorflowblog
https://ai.googleblog.com/2021/05/align-scaling-up-visual-and-vision.html
@tensorflowblog
research.google
ALIGN: Scaling Up Visual and Vision-Language Representation Learning With Noisy
Posted by Chao Jia and Yinfei Yang, Software Engineers, Google Research Learning good visual and vision-language representations is critical to sol...
Learning to Manipulate Deformable Objects
https://ai.googleblog.com/2021/05/learning-to-manipulate-deformable.html
@tensorflowblog
https://ai.googleblog.com/2021/05/learning-to-manipulate-deformable.html
@tensorflowblog
Google AI Blog
Learning to Manipulate Deformable Objects
Posted by Daniel Seita, Research Intern and Andy Zeng, Research Scientist, Robotics at Google While the robotics research community has d...
https://blog.tensorflow.org/2021/05/next-generation-pose-detection-with-movenet-and-tensorflowjs.html
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@tensorflowblog
blog.tensorflow.org
Next-Generation Pose Detection with MoveNet and TensorFlow.js
MoveNet is a human pose detection architecture developed at Google that is ultra fast and accurate. It was designed to detect difficult poses