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TensorFlow
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  • Introduction
    New to TensorFlow?
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    Learn how to use TensorFlow with end-to-end examples
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    Learn framework concepts and components
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    Educational resources to master your path with TensorFlow
API
  • TensorFlow (v2.16.1)
  • Versions…
  • TensorFlow.js
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Resources
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  • TensorFlow.js
    Develop web ML applications in JavaScript
  • TensorFlow Lite
    Deploy ML on mobile, microcontrollers and other edge devices
  • TFX
    Build production ML pipelines
  • All libraries
    Create advanced models and extend TensorFlow
  • RESOURCES
  • Models & datasets
    Pre-trained models and datasets built by Google and the community
  • Tools
    Tools to support and accelerate TensorFlow workflows
  • Responsible AI
    Resources for every stage of the ML workflow
  • Recommendation systems
    Build recommendation systems with open source tools
Community
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    Guide for contributing to code and documentation
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TensorFlow
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  • Overview
  • NLP Tutorials
  • Text classification
  • Classify text with BERT
  • BERT on TPU
  • Real-time semantic search
  • Multilingual question answering
  • Additional NLP tutorials
    • BERT Experts
    • Semantic similarity
    • Text classification on Kaggle
    • Bangla article classifier
    • Explore CORD-19 text embeddings
    • Multilingual universal sentence encoder
    • Text cookbook
    • SentEval for Universal Sentence Encoder CMLM model.
  • Image Tutorials
  • Image classification
  • Transfer Learning for Image classification
  • Style transfer
  • Large-scale image retrieval with DELF
  • Object detection
  • GANs for image generation
  • Human Pose Estimation
  • Additional image tutorials
    • CropNet: Cassava Disease Detection
    • CropNet: Fine tuning models for on-device inference
    • Boundless GAN
    • Super resolution
    • HRNet model inference for semantic segmentation
  • Audio Tutorials
  • Pitch recognition
  • Sound classification
  • Automatic speech recognition with Wav2Vec2
  • Video Tutorials
  • Frame interpolation with FILM
  • Action recognition
  • Streaming action recognition
  • Video interpolation
  • Text-to-video retrieval
  • Tutorials (TF1)
    • Image Tutorials
    • Image classification
    • Object detection
    • BigGAN image generation
    • BigBiGAN image generation
    • S3 GAN image generation
    • NLP Tutorials
    • Semantic similarity lite
    • Nearest neighbor index for real-time semantic search
    • Explore CORD-19 text embeddings
    • Wiki40B Language Models
  • Introduction
  • Tutorials
  • Guide
  • Learn ML
  • TensorFlow (v2.16.1)
  • Versions…
  • TensorFlow.js
  • TensorFlow Lite
  • TFX
  • LIBRARIES