| upper_tabs: |
| - name: "Install" |
| lower_tabs: |
| guides: |
| - include: /install/_toc.yaml |
| |
| - name: "Learn" |
| path: /learn/ |
| is_default: true |
| menu: |
| - include: /learn/_menu_toc.yaml |
| lower_tabs: |
| # Subsite tabs |
| other: |
| - name: "Tutorials" |
| contents: |
| - title: "TensorFlow Lite Tutorials" |
| path: /lite/tutorials |
| |
| - heading: "Vision" |
| - title: "Recognize handwritten digits" |
| path: https://codelabs.developers.google.com/codelabs/digit-classifier-tflite/ |
| status: external |
| - title: "Recognize flowers on Android" |
| path: https://codelabs.developers.google.com/codelabs/recognize-flowers-with-tensorflow-on-android/ |
| status: external |
| - title: "Recognize flowers on iOS" |
| path: https://codelabs.developers.google.com/codelabs/recognize-flowers-with-tensorflow-on-ios/ |
| status: external |
| - title: "Transfer learning for image classification" |
| path: /lite/tutorials/model_maker_image_classification |
| - title: "Image classification on Raspberry Pi" |
| path: https://github.com/tensorflow/examples/blob/master/lite/examples/image_classification/raspberry_pi/ |
| status: external |
| - title: "Transfer learning for object detection" |
| path: /lite/tutorials/model_maker_object_detection |
| - title: "Object Detection on Raspberry Pi" |
| path: https://github.com/tensorflow/examples/blob/master/lite/examples/object_detection/raspberry_pi/ |
| status: external |
| - title: "Train a mobile object detector" |
| path: https://blog.tensorflow.org/2018/07/training-and-serving-realtime-mobile-object-detector-cloud-tpus.html |
| status: external |
| - title: "Classify custom body poses" |
| path: /lite/tutorials/pose_classification |
| |
| - heading: "Text" |
| - title: "Text classification with Model Maker" |
| path: /lite/tutorials/model_maker_text_classification |
| - title: "BERT Question Answer with Model Maker" |
| path: /lite/tutorials/model_maker_question_answer |
| |
| - heading: "Audio" |
| - title: "Audio classification with Model Maker" |
| path: /lite/tutorials/model_maker_audio_classification |
| |
| - heading: "Microcontrollers" |
| - title: "Gesture recognition" |
| path: https://blog.tensorflow.org/2019/11/how-to-get-started-with-machine.html |
| status: external |
| - title: "Hotword detection" |
| path: https://codelabs.developers.google.com/codelabs/sparkfun-tensorflow/#0 |
| status: external |
| - title: "Person detection" |
| path: https://github.com/tensorflow/tflite-micro/tree/main/tensorflow/lite/micro/examples/person_detection |
| status: external |
| |
| - name: "Guide" |
| contents: |
| - title: "TensorFlow Lite guide" |
| path: /lite/guide |
| |
| - heading: "Get started" |
| - title: "Android quickstart" |
| path: /lite/guide/android |
| - title: "iOS quickstart" |
| path: /lite/guide/ios |
| - title: "Python quickstart" |
| path: /lite/guide/python |
| - title: "FAQ" |
| path: /lite/guide/faq |
| - title: "Roadmap" |
| path: /lite/guide/roadmap |
| |
| - heading: "Convert a model" |
| - title: "Overview" |
| path: /lite/convert/ |
| - title: "Convert RNN models" |
| path: /lite/convert/rnn |
| - title: "Add metadata" |
| section: |
| - title: "Overview" |
| path: /lite/convert/metadata |
| - title: "Metadata Writer API" |
| path: /lite/convert/metadata_writer_tutorial |
| - title: "Sample models" |
| path: /lite/guide/hosted_models |
| - title: "API updates" |
| path: /lite/convert/api_updates |
| - title: "Model Analyzer" |
| path: /lite/guide/model_analyzer |
| status: nightly |
| - title: "Authoring tool" |
| path: /lite/guide/authoring |
| status: nightly |
| |
| - heading: "Create a model" |
| - title: "TensorFlow Lite Model Maker" |
| status: experimental |
| path: /lite/guide/model_maker |
| |
| - heading: "Run Inference" |
| - title: "Overview" |
| path: /lite/guide/inference |
| - title: "Signatures" |
| path: /lite/guide/signatures |
| status: nightly |
| - title: "Operator compatibility" |
| path: /lite/guide/ops_compatibility |
| - title: "Select operators" |
| path: /lite/guide/ops_select |
| - title: "Custom operators" |
| path: /lite/guide/ops_custom |
| - title: "Fused operators" |
| path: /lite/convert/operation_fusion |
| - title: "Operator versions" |
| path: /lite/guide/ops_version |
| status: experimental |
| - title: "Select operators Allowlist" |
| path: /lite/guide/op_select_allowlist |
| |
| - heading: "Run Inference with metadata" |
| - title: "Overview" |
| path: /lite/inference_with_metadata/overview |
| - title: "Generate model interfaces using metadata" |
| path: /lite/inference_with_metadata/codegen |
| - title: "Integrate models with Task Library" |
| path: /lite/inference_with_metadata/task_library/overview |
| section: |
| - title: "ImageClassifier" |
| path: /lite/inference_with_metadata/task_library/image_classifier |
| - title: "ObjectDetector" |
| path: /lite/inference_with_metadata/task_library/object_detector |
| - title: "ImageSegmenter" |
| path: /lite/inference_with_metadata/task_library/image_segmenter |
| - title: "NLClassifier" |
| path: /lite/inference_with_metadata/task_library/nl_classifier |
| - title: "BertNLClassifier" |
| path: /lite/inference_with_metadata/task_library/bert_nl_classifier |
| - title: "BertQuestionAnswerer" |
| path: /lite/inference_with_metadata/task_library/bert_question_answerer |
| - title: "AudioClassifier" |
| path: /lite/inference_with_metadata/task_library/audio_classifier |
| - title: "Customized API" |
| path: /lite/inference_with_metadata/task_library/customized_task_api |
| - title: "Customize input and output data processing" |
| path: /lite/inference_with_metadata/lite_support |
| |
| - heading: "Performance" |
| - title: "Best practices" |
| path: /lite/performance/best_practices |
| - title: "Measurement" |
| path: /lite/performance/measurement |
| - title: "Delegates" |
| path: /lite/performance/delegates |
| - title: "GPU delegate" |
| path: /lite/performance/gpu |
| - title: "Advanced GPU" |
| path: /lite/performance/gpu_advanced |
| - title: "NNAPI delegate" |
| path: /lite/performance/nnapi |
| - title: "Hexagon delegate" |
| path: /lite/performance/hexagon_delegate |
| - title: "Core ML delegate" |
| path: /lite/performance/coreml_delegate |
| - title: "Implementing a delegate" |
| path: /lite/performance/implementing_delegate |
| status: experimental |
| |
| - heading: "Optimize a model" |
| - title: "Overview" |
| path: /lite/performance/model_optimization |
| - title: "Post-training quantization" |
| path: /lite/performance/post_training_quantization |
| - title: "Post-training dynamic range quantization" |
| path: /lite/performance/post_training_quant |
| - title: "Post-training integer quantization" |
| path: /lite/performance/post_training_integer_quant |
| - title: "Post-training float16 quantization" |
| path: /lite/performance/post_training_float16_quant |
| - title: "Post-training integer quantization with int16 activations" |
| path: /lite/performance/post_training_integer_quant_16x8 |
| status: experimental |
| - title: "Quantization specification" |
| path: /lite/performance/quantization_spec |
| - title: "Inspecting quantization errors" |
| path: /lite/performance/quantization_debugger |
| status: nightly |
| |
| - heading: "Build TensorFlow Lite" |
| - title: "Build for Android" |
| path: /lite/guide/build_android |
| - title: "Build for iOS" |
| path: /lite/guide/build_ios |
| - title: "Build for ARM" |
| path: /lite/guide/build_arm |
| - title: "Build with CMake" |
| path: /lite/guide/build_cmake |
| section: |
| - title: "Cross compilation for ARM" |
| path: /lite/guide/build_cmake_arm |
| - title: "Build Python Wheel" |
| path: /lite/guide/build_cmake_pip |
| - title: "Reduce binary size" |
| path: /lite/guide/reduce_binary_size |
| status: experimental |
| |
| - heading: "Microcontrollers" |
| - title: "Overview" |
| path: /lite/microcontrollers |
| - title: "Get started with microcontrollers" |
| path: /lite/microcontrollers/get_started_low_level |
| - title: "Understand the C++ library" |
| path: /lite/microcontrollers/library |
| - title: "Build and convert models" |
| path: /lite/microcontrollers/build_convert |
| |
| - name: "Examples" |
| contents: |
| - title: "Overview" |
| path: /lite/examples/ |
| - heading: "Vision" |
| - title: "Image classification" |
| path: /lite/examples/image_classification/overview |
| - title: "Object detection" |
| path: /lite/examples/object_detection/overview |
| - title: "Pose estimation" |
| path: /lite/examples/pose_estimation/overview |
| - title: "Segmentation" |
| path: /lite/examples/segmentation/overview |
| - title: "Style transfer" |
| path: /lite/examples/style_transfer/overview |
| - title: "Super resolution" |
| path: /lite/examples/super_resolution/overview |
| - title: "Optical character recognition" |
| path: /lite/examples/optical_character_recognition/overview |
| - heading: "Text" |
| - title: "BERT Question Answer" |
| path: /lite/examples/bert_qa/overview |
| - title: "Smart reply" |
| path: /lite/examples/smart_reply/overview |
| - title: "Text classification" |
| path: /lite/examples/text_classification/overview |
| - heading: "Audio" |
| - title: "Audio classification" |
| path: /lite/examples/audio_classification/overview |
| - heading: "Others" |
| - title: "Jax Model Conversion" |
| path: /lite/examples/jax_conversion/overview |
| status: nightly |
| - title: "On-device training" |
| path: /lite/examples/on_device_training/overview |
| status: nightly |
| - title: "Recommendation" |
| path: /lite/examples/recommendation/overview |
| - title: "Reinforcement learning" |
| path: /lite/examples/reinforcement_learning/overview |
| |
| - name: "API" |
| skip_translation: true |
| contents: |
| - title: "API Reference" |
| path: /lite/api_docs/ |
| - title: "Python" |
| style: accordion |
| section: |
| - include: /lite/api_docs/python/tf/lite/_toc.yaml |
| - include: /lite/api_docs/python/tflite_model_maker/_toc.yaml |
| - title: "Android (Java)" |
| platform: android |
| style: accordion |
| section: |
| - include: /lite/api_docs/java/_toc.yaml |
| - title: "Swift" |
| platform: ios |
| style: accordion |
| section: |
| - include: /lite/api_docs/swift/_toc.yaml |
| - title: "C++" |
| platform: cpp |
| style: accordion |
| section: |
| - title: "Overview" |
| path: /lite/api_docs/cc/ |
| - include: /lite/api_docs/cc/_doxygen.yaml |
| |
| - include: /api_docs/_upper_tabs_api.yaml |
| - include: /resources/_upper_tabs_resources.yaml |
| - include: /_upper_tabs_right.yaml |
