# Copyright 2026 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== 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: "Guide" contents: - title: "Overview" path: /lite/guide - title: "Running ML models" path: /lite/guide/inference - heading: "Libraries and tools" - title: "Task Library" section: - title: "Overview" path: /lite/inference_with_metadata/task_library/overview - 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: "ImageEmbedder" path: /lite/inference_with_metadata/task_library/image_embedder - title: "ImageSearcher" path: /lite/inference_with_metadata/task_library/image_searcher - 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: "TextEmbedder" path: /lite/inference_with_metadata/task_library/text_embedder - title: "TextSearcher" path: /lite/inference_with_metadata/task_library/text_searcher - title: "AudioClassifier" path: /lite/inference_with_metadata/task_library/audio_classifier - title: "Customized API" path: /lite/inference_with_metadata/task_library/customized_task_api - heading: "Hardware acceleration" - title: "Delegates" path: /lite/performance/delegates - title: "GPU delegates" path: /lite/performance/gpu - title: "Implementing a delegate" path: /lite/performance/implementing_delegate status: experimental - heading: "Build TensorFlow Lite" - title: "Build for Android" path: /lite/android/lite_build - 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: "Resources" - title: "FAQ" path: /lite/guide/faq - name: "Android" contents: - title: "Overview" path: /lite/android/index - title: "Quickstart" path: /lite/android/quickstart - title: "Google Play services runtime" path: /lite/android/play_services section: - title: "Java API" path: /lite/android/java.md - title: "C API" path: /lite/android/native.md status: experimental - title: "Development tools" path: /lite/android/development - heading: "Images & video" - title: "Object detection" path: /lite/android/tutorials/object_detection - title: "Image classification" path: https://codelabs.developers.google.com/codelabs/recognize-flowers-with-tensorflow-on-android/ status: external - title: "Optical character recognition" path: https://codelabs.developers.google.com/codelabs/digit-classifier-tflite/ status: external - heading: "Text" - title: "Text classification" path: /lite/android/tutorials/text_classification - title: "Question answering" path: /lite/android/tutorials/question_answer - title: "Smart reply" path: https://github.com/tensorflow/examples/tree/master/lite/examples/smart_reply/android status: external - title: "Autocomplete" path: https://github.com/tensorflow/examples/tree/master/lite/examples/generative_ai/android status: external - heading: "Audio" - title: "Sound and word recognition" path: /lite/android/tutorials/audio_classification - heading: "Hardware acceleration" - title: "Acceleration service" path: /lite/android/acceleration_service status: experimental - title: "GPU delegate" section: - title: "Interpreter API" path: /lite/android/delegates/gpu.md - title: "Task library API" path: /lite/android/delegates/gpu_task.md - title: "C/C++ API" path: /lite/android/delegates/gpu_native.md - title: "NNAPI delegate" path: /lite/android/delegates/nnapi status: deprecated - title: "Hexagon delegate" path: /lite/android/delegates/hexagon status: deprecated - heading: "Models with metadata" - title: "Overview" path: /lite/inference_with_metadata/overview - title: "Generate model interfaces" path: /lite/inference_with_metadata/codegen - title: "Customize data input and output" path: /lite/inference_with_metadata/lite_support - name: "iOS" contents: - title: "Quickstart" path: /lite/guide/ios - heading: "Images & video" - title: "Object detection" path: https://github.com/tensorflow/examples/tree/master/lite/examples/object_detection/ios status: external - title: "Image classification" path: https://codelabs.developers.google.com/codelabs/recognize-flowers-with-tensorflow-on-ios/ status: external - heading: "Text" - title: "Text classification" path: https://github.com/tensorflow/examples/tree/master/lite/examples/text_classification/android status: external - title: "Classification by retrieval" path: https://github.com/tensorflow/examples/tree/master/lite/examples/classification_by_retrieval/ios status: external - heading: "Audio" - title: "Voice commands" path: https://github.com/tensorflow/examples/tree/master/lite/examples/speech_commands/ios status: external - title: "Sound classification" path: https://github.com/tensorflow/examples/tree/master/lite/examples/sound_classification/ios status: external - heading: "Hardware acceleration" - title: "Core ML delegate" path: /lite/performance/coreml_delegate - title: "GPU delegate" path: /lite/ios/delegates/gpu - name: "Other Edge" contents: - heading: "Quickstart" - title: "Linux-based devices" path: /lite/guide/python - heading: "Images & video" - title: "Object detection" path: https://github.com/tensorflow/examples/blob/master/lite/examples/object_detection/raspberry_pi/ status: external - title: "Image classification" path: https://github.com/tensorflow/examples/blob/master/lite/examples/image_classification/raspberry_pi/ status: external - title: "Video classification" path: https://github.com/tensorflow/examples/blob/master/lite/examples/video_classification/raspberry_pi/ status: external - heading: "Audio" - title: "Sound classification" path: https://github.com/tensorflow/examples/tree/master/lite/examples/sound_classification/raspberry_pi status: external - heading: "Microcontrollers" - title: "Overview" path: /lite/microcontrollers - title: "Get started" path: /lite/microcontrollers/get_started_low_level - title: "Hotword detection" path: https://codelabs.developers.google.com/codelabs/sparkfun-tensorflow/#0 status: external - title: "Understand the C++ library" path: /lite/microcontrollers/library - title: "Build and convert models" path: /lite/microcontrollers/build_convert - name: "Models" contents: - title: "Overview" path: /lite/models - heading: "Use trained models" - title: "Guide" path: /lite/models/trained/index - heading: "Modify models" - title: "Model Maker" status: experimental section: - title: "Overview" path: /lite/models/modify/model_maker - heading: "Images & video" - title: "Image classification" path: /lite/models/modify/model_maker/image_classification - title: "Object detection" path: /lite/models/modify/model_maker/object_detection - heading: "Text" - title: "Text classification" path: /lite/models/modify/model_maker/text_classification - title: "BERT question & answer" path: /lite/models/modify/model_maker/question_answer - title: "Text search" path: /lite/models/modify/model_maker/text_searcher status: New - heading: "Audio" - title: "Audio classification" path: /lite/models/modify/model_maker/audio_classification - title: "Speech recognition" path: /lite/models/modify/model_maker/speech_recognition - heading: "Design and build models" - title: "Overview" path: /lite/models/build/ - title: "Performance best practices" path: /lite/performance/best_practices - title: "Performance measurement" path: /lite/performance/measurement - title: "On-device training" path: /lite/examples/on_device_training/overview - heading: "Convert models" - title: "Overview" path: /lite/models/convert/ - title: "Add Signatures" path: /lite/guide/signatures status: experimental - title: "Get started" section: - title: "Convert TensorFlow models" path: /lite/models/convert/convert_models - title: "Convert JAX models" path: /lite/examples/jax_conversion/overview status: nightly - title: "Colab for JAX to TFLite" path: /lite/examples/jax_conversion/jax_to_tflite status: nightly - title: "Model compatibility" section: - title: "Overview" path: /lite/guide/ops_compatibility - title: "Select operators" path: /lite/guide/ops_select - title: "Select operators Allowlist" path: /lite/guide/op_select_allowlist - title: "Advanced" section: - title: "Custom operators" path: /lite/guide/ops_custom - title: "Fused operators" path: /lite/models/convert/operation_fusion - title: "Operator versions" path: /lite/guide/ops_version status: experimental - title: "RNN models" path: /lite/models/convert/rnn - title: "Optimize models" section: - 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 - title: "Add model metadata" section: - title: "Overview" path: /lite/models/convert/metadata - title: "Metadata Writer API" path: /lite/models/convert/metadata_writer_tutorial - title: "Conversion tools" section: - title: "Model Analyzer" path: /lite/guide/model_analyzer status: experimental - title: "Authoring tool" path: /lite/guide/authoring status: experimental - name: "Examples" contents: - title: "Overview" path: /lite/examples/ - heading: "Vision" - title: "Image classification" path: /lite/examples/image_classification/overview - title: "Video classification" path: /lite/examples/video_classification/overview - title: "Object detection" path: /lite/examples/object_detection/overview - title: "Pose estimation" section: - title: "Overview" path: /lite/examples/pose_estimation/overview - title: "Body pose tutorial" path: /lite/tutorials/pose_classification - 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: "Autocomplete" path: /lite/examples/auto_complete/overview - title: "Text classification" path: /lite/examples/text_classification/overview - heading: "Audio" - title: "Audio classification" path: /lite/examples/audio_classification/overview - heading: "Others" - 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 - include: /lite/api_docs/python/tflite_support/_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 - title: "C" platform: cpp style: accordion section: - title: "Overview" path: /lite/api_docs/c/ - include: /lite/api_docs/c/_doxygen.yaml - include: /api_docs/_upper_tabs_api.yaml - include: /resources/_upper_tabs_resources.yaml - include: /_upper_tabs_right.yaml