https://blog.tensorflow.org/2022/10/integrating-arm-virtual-hardware-with-tensorflow-lite-micro-continuous-integration-infrastructure.html
@tensorflowblog
  
  @tensorflowblog
blog.tensorflow.org
  
  Integrating Arm Virtual Hardware with the TensorFlow Lite Micro Continuous Integration Infrastructure
  Arm is making embedded ML more accessible with Arm Virtual Hardware (AVH). AVH offers a platform to test TFLM models without needing physical hardware
  https://blog.tensorflow.org/2022/10/accelerating-tensorflow-on-intel-data-center-gpu-flex-series.html
@tensorflowblog
  
  @tensorflowblog
blog.tensorflow.org
  
  Accelerating TensorFlow on Intel Data Center GPU Flex Series
  Intel and Google co-architected the TensorFlow PluggableDevice mechanism to enable TensorFlow models on Data Center GPU Flex Series.
  Remote physiotherapy at scale with IncludeHealth - Made with TensorFlow.js
https://www.youtube.com/watch?v=HcstcWAk2a4&ab_channel=TensorFlow
@tensorflowblog
  
  https://www.youtube.com/watch?v=HcstcWAk2a4&ab_channel=TensorFlow
@tensorflowblog
YouTube
  
  Remote physiotherapy at scale with IncludeHealth - Made with TensorFlow.js
  Meet Ryan Eder, Founder and CEO of IncludeHealth, who’s changing the medical industry by making it more accessible using Web ML and TensorFlow.js by delivering an AI-powered platform directly to patients for at-home physical therapy treatments using a regular…
  I tried building an ML Cancer Segmentation API in 15 Minutes
https://www.youtube.com/watch?v=aMldpZF6GBU&ab_channel=NicholasRenotte
@tensorflowblog
  
  https://www.youtube.com/watch?v=aMldpZF6GBU&ab_channel=NicholasRenotte
@tensorflowblog
YouTube
  
  I tried building an ML Cancer Segmentation API in 15 Minutes
  Was originally meant to be satellite segmentation but 🤷 I think this is cooler anyway. 
In this episode we're going to try to build AND deploy a machine learning Cancer Segmentation API using Python, Tensorflow, FastAPI and Heroku...all in 15 minutes.
…
  In this episode we're going to try to build AND deploy a machine learning Cancer Segmentation API using Python, Tensorflow, FastAPI and Heroku...all in 15 minutes.
…
https://blog.tensorflow.org/2022/11/how-hugging-face-improved-text-generation-performance-with-xla.html
@tensorflowblog
  
  @tensorflowblog
blog.tensorflow.org
  
  How Hugging Face improved Text Generation performance with XLA
  Design choices made by the Hugging Face team to bring in the power of XLA in the TensorFlow text generation models to achieve ~100x speed up
  https://blog.tensorflow.org/2022/11/building-tensorflow-lite-based-computer-vision-emoji-input-device-openmv.html
@tensorflowblog
  
  @tensorflowblog
blog.tensorflow.org
  
  Building a TensorFlow Lite based computer vision emoji input device with OpenMV
  This is an in-depth open-source guide that uses tinyML on an Arm Cortex-M based device to create a dedicated input device.
  https://blog.tensorflow.org/2022/12/building-best-in-class-recommendation-systems-with-tensorflow-ecosystem.html
@tensorflowblog
  
  @tensorflowblog
blog.tensorflow.org
  
  Building best-in-class recommendation systems with the TensorFlow ecosystem
  We are launching a unified page on tensorflow.org that gathers all the resources for creating powerful recommendation systems and provides a guided pa
  https://blog.tensorflow.org/2022/12/women-in-machine-learning-symposium-2022-recap.html
@tensorflowblog
  
  @tensorflowblog
blog.tensorflow.org
  
  Women in Machine Learning Symposium 2022 - Event Recap
  The TensorFlow blog contains regular news from the TensorFlow team and the community, with articles on Python, TensorFlow.js, TF Lite, TFX, and more.
  Forwarded from Машиннное обучение | Наука о данных Библиотека
  
  Practical TensorFlow... by Juan De Dios Santos ...pdf
    4.5 MB
  Practical TensorFlow.js: Deep Learning in Web App Development (2020)
Автор: Juan De Dios Santos Rivera
  Автор: Juan De Dios Santos Rivera
https://blog.tensorflow.org/2022/12/new-state-of-art-quantized-models-added-in-tf-model-garden.html
@tensorflowblog
  
  @tensorflowblog
blog.tensorflow.org
  
  New State-of-the-Art Quantized Models Added in TF Model Garden
  Learn more about new SOTA models optimized using QAT in object detection, semantic segmentation, and natural language processing.
  https://blog.tensorflow.org/2023/01/optimizing-tensorflow-for-4th-gen-intel-xeon-processors.html
@tensorflowblog
  
  @tensorflowblog
blog.tensorflow.org
  
  Optimizing TensorFlow for 4th Gen Intel Xeon Processors
  Guest Post by Intel: Devs can now accelerate their current FP32 models using bfloat16 and integer 8-bit precision on 4th Gen Xeon Scalable processors.
  A big moment for retail: At NRF, marrying physical and digital shopping like never before
https://cloud.google.com/blog/transform/nrf-2023-google-cloud-big-show-big-moment-hybrid-retail
  
  https://cloud.google.com/blog/transform/nrf-2023-google-cloud-big-show-big-moment-hybrid-retail
Google Cloud Blog
  
  An in-person NRF and the future of hybrid retail | Google Cloud Blog
  Looking into the future of retail — including AI that can help see what's on store shelves.
  https://blog.tensorflow.org/2023/01/end-to-end-pipeline-for-segmentation-tfx-google-cloud-hugging-face.html
@tensorflowblog
  
  @tensorflowblog
blog.tensorflow.org
  
  End-to-End Pipeline for Segmentation with TFX, Google Cloud, and Hugging Face
  TFX enables ML practitioners to iterate ML reliable workflows faster. This blog post discusses building a Semantic Segmentation pipeline with TFX.
  https://blog.tensorflow.org/2023/01/using-tensorflow-for-deep-learning-on-video-data.html
@tensorflowblog
  
  @tensorflowblog
blog.tensorflow.org
  
  Using TensorFlow for Deep Learning on Video Data
  Build your own models that can process video or three-dimensional data (such as MRI scans) in a memory-efficient manner using TensorFlow
  Deploying TensorFlow Vision Models in Hugging Face with TF Serving
https://huggingface.co/blog/tf-serving-vision
@tensorflowblog
  
  https://huggingface.co/blog/tf-serving-vision
@tensorflowblog
huggingface.co
  
  Deploying TensorFlow Vision Models in Hugging Face with TF Serving
  We’re on a journey to advance and democratize artificial intelligence through open source and open science.