TensorFlow
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TensorFlow
1.49K subscribers
TensorFlow
Image-Text Pre-training with Contrastive Captioners


https://ai.googleblog.com/2022/05/image-text-pre-training-with.html

@tensorflowblog
research.google
Image-Text Pre-training with Contrastive Captioners
Posted by Zirui Wang and Jiahui Yu, Research Scientists, Google Research, Brain Team Oftentimes, machine learning (ML) model developers begin their...
643 views
TensorFlow
https://blog.tensorflow.org/2022/05/5-steps-to-go-from-notebook-to-deployed.html

@tensorflowblog
blog.tensorflow.org
5 steps to go from a notebook to a deployed model
The TensorFlow blog contains regular news from the TensorFlow team and the community, with articles on Python, TensorFlow.js, TF Lite, TFX, and more.
712 views
TensorFlow
Deep Learning with Label Differential Privacy


https://ai.googleblog.com/2022/05/deep-learning-with-label-differential.html

@tensorflowblog
research.google
Deep Learning with Label Differential Privacy
Posted by Pasin Manurangsi and Chiyuan Zhang, Research Scientists, Google Research Over the last several years, there has been an increased focus ...
751 views
TensorFlow
https://www.youtube.com/watch?v=Zanrd7IzZLM
YouTube
Uncover what Deep CNNs are doing with Python and Tensorflow
Learn how to visualize the outputs of intermediate CNN layers. This helps a ton to see how your computer vision models are making predictions.

Get the code: https://github.com/nicknochnack/CNNLayers

Chapters
0:00 - Start
0:31 - Explainer
1:16 - Code
3:13…
742 views
TensorFlow
https://blog.tensorflow.org/2022/06/new-documentation-on-tensorfloworg.html

@tensorflowblog
blog.tensorflow.org
New documentation on tensorflow.org
As Google I/O took place, we published a lot of interesting new docs on tensorflow.org. Let's take a look at what new things you can learn about!
707 views
TensorFlow
https://blog.tensorflow.org/2022/06/memory-efficient-inference-with-xnnpack.html

@tensorflowblog
blog.tensorflow.org
Memory-efficient inference with XNNPack weights cache
Memory-efficient inference with XNNPack weights cache. Reduce memory usage when creating multiple TFLite instances.
570 views
TensorFlow
End-to-end Generative Pre-training for Multimodal Video Captioning


https://ai.googleblog.com/2022/06/end-to-end-generative-pre-training-for.html

@tensorflowblog
research.google
End-to-end Generative Pre-training for Multimodal Video Captioning
Posted by Paul Hongsuck Seo and Arsha Nagrani, Research Scientists, Google Research, Perception Team Multimodal video captioning systems utilize bo...
577 views
TensorFlow
https://blog.tensorflow.org/2022/06/ocr-in-browser-using-tensorflowjs.html

@tensorflowblog
blog.tensorflow.org
OCR in the browser using TensorFlow.js
The TensorFlow blog contains regular news from the TensorFlow team and the community, with articles on Python, TensorFlow.js, TF Lite, TFX, and more.
633 views
TensorFlow
LIMoE: Learning Multiple Modalities with One Sparse Mixture of Experts Model


https://ai.googleblog.com/2022/06/limoe-learning-multiple-modalities-with.html

@tensorflowblog
research.google
LIMoE: Learning Multiple Modalities with One Sparse Mixture-of-Experts Model
Posted by Basil Mustafa, Research Software Engineer and Carlos Riquelme, Research Scientist, Google Research, Brain team Sparse models stand out am...
606 views
TensorFlow
https://blog.tensorflow.org/2022/06/Adding-Quantization-aware-Training-and-Pruning-to-the-TensorFlow-Model-Garden.html

@tensorflowblog
blog.tensorflow.org
Adding Quantization-aware Training and Pruning to the TensorFlow Model Garden
We are excited to announce that we are extending the TFMOT model coverage to popular computer vision models in the TensorFlow Model Garden.
714 views
TensorFlow
Scanned Objects by Google Research: A Dataset of 3D-Scanned Common Household Items


https://ai.googleblog.com/2022/06/scanned-objects-by-google-research.html

@tensorflowblog
blog.research.google
Scanned Objects by Google Research: A Dataset of 3D-Scanned Common Household Items
611 views
TensorFlow
https://blog.tensorflow.org/2022/06/Profiling-XNNPACK-with-TFLite.html

@tensorflowblog
blog.tensorflow.org
Profiling XNNPACK with TFLite
XNNPACK per-operator profiling with TensorFlow Lite is now available.
651 views
TensorFlow
https://www.youtube.com/watch?v=VtRLrQ3Ev-U
YouTube
Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
This course will give you an introduction to machine learning concepts and neural network implementation using Python and TensorFlow. Kylie Ying explains basic concepts, such as classification, regression, training/validation/test datasets, loss functions…
754 views
TensorFlow
Google at CVPR 2022


https://ai.googleblog.com/2022/06/google-at-cvpr-2022.html

@tensorflowblog
Googleblog
Google at CVPR 2022
637 views
TensorFlow
Mapping Urban Trees Across North America with the Auto Arborist Dataset


https://ai.googleblog.com/2022/06/mapping-urban-trees-across-north.html

@tensorflowblog
blog.research.google
Mapping Urban Trees Across North America with the Auto Arborist Dataset
646 views
TensorFlow
Quantum Advantage in Learning from Experiments


https://ai.googleblog.com/2022/06/quantum-advantage-in-learning-from.html

@tensorflowblog
research.google
Quantum Advantage in Learning from Experiments
Posted by Jarrod McClean, Staff Research Scientist, Google Quantum AI, and Hsin-Yuan Huang, Graduate Student, Caltech In efforts to learn about the...
746 views
TensorFlow
https://blog.tensorflow.org/2022/06/%20bringing-machine-learning-to-every-developers-toolbox.html

@tensorflowblog
blog.tensorflow.org
Bringing Machine Learning to every developer’s toolbox
TensorFlow is now being downloaded over 18M times per month and has amassed 166k stars on GitHub – more than any other ML framework.
651 views
TensorFlow
Minerva: Solving Quantitative Reasoning Problems with Language Models


https://ai.googleblog.com/2022/06/minerva-solving-quantitative-reasoning.html

@tensorflowblog
research.google
Minerva: Solving Quantitative Reasoning Problems with Language Models
Posted by Ethan Dyer and Guy Gur-Ari, Research Scientists, Google Research, Blueshift Team Language models have demonstrated remarkable performance...
672 views
TensorFlow
Identifying Disfluencies in Natural Speech


https://ai.googleblog.com/2022/06/identifying-disfluencies-in-natural.html

@tensorflowblog
research.google
Identifying Disfluencies in Natural Speech
Posted by Dan Walker and Dan Liebling, Software Engineers, Google Research People don’t write in the same way that they speak. Written language is ...
838 views
TensorFlow
MLGO: A Machine Learning Framework for Compiler Optimization


https://ai.googleblog.com/2022/07/mlgo-machine-learning-framework-for.html

@tensorflowblog
blog.research.google
MLGO: A Machine Learning Framework for Compiler Optimization
633 views