wehub-resource-sync
446 lines
16 KiB
YAML
446 lines
16 KiB
YAML
# Copyright 2026 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ==============================================================================
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upper_tabs:
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- name: "Install"
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lower_tabs:
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guides:
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- include: /install/_toc.yaml
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- name: "Learn"
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path: /learn/
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is_default: true
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menu:
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- include: /learn/_menu_toc.yaml
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lower_tabs:
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# Subsite tabs
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other:
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- name: "Guide"
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contents:
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- title: "Overview"
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path: /lite/guide
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- title: "Running ML models"
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path: /lite/guide/inference
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- heading: "Libraries and tools"
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- title: "Task Library"
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section:
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- title: "Overview"
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path: /lite/inference_with_metadata/task_library/overview
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- title: "ImageClassifier"
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path: /lite/inference_with_metadata/task_library/image_classifier
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- title: "ObjectDetector"
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path: /lite/inference_with_metadata/task_library/object_detector
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- title: "ImageSegmenter"
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path: /lite/inference_with_metadata/task_library/image_segmenter
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- title: "ImageEmbedder"
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path: /lite/inference_with_metadata/task_library/image_embedder
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- title: "ImageSearcher"
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path: /lite/inference_with_metadata/task_library/image_searcher
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- title: "NLClassifier"
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path: /lite/inference_with_metadata/task_library/nl_classifier
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- title: "BertNLClassifier"
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path: /lite/inference_with_metadata/task_library/bert_nl_classifier
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- title: "BertQuestionAnswerer"
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path: /lite/inference_with_metadata/task_library/bert_question_answerer
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- title: "TextEmbedder"
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path: /lite/inference_with_metadata/task_library/text_embedder
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- title: "TextSearcher"
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path: /lite/inference_with_metadata/task_library/text_searcher
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- title: "AudioClassifier"
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path: /lite/inference_with_metadata/task_library/audio_classifier
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- title: "Customized API"
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path: /lite/inference_with_metadata/task_library/customized_task_api
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- heading: "Hardware acceleration"
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- title: "Delegates"
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path: /lite/performance/delegates
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- title: "GPU delegates"
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path: /lite/performance/gpu
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- title: "Implementing a delegate"
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path: /lite/performance/implementing_delegate
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status: experimental
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- heading: "Build TensorFlow Lite"
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- title: "Build for Android"
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path: /lite/android/lite_build
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- title: "Build for iOS"
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path: /lite/guide/build_ios
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- title: "Build for ARM"
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path: /lite/guide/build_arm
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- title: "Build with CMake"
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path: /lite/guide/build_cmake
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section:
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- title: "Cross compilation for ARM"
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path: /lite/guide/build_cmake_arm
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- title: "Build Python Wheel"
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path: /lite/guide/build_cmake_pip
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- title: "Reduce binary size"
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path: /lite/guide/reduce_binary_size
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status: experimental
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- heading: "Resources"
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- title: "FAQ"
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path: /lite/guide/faq
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- name: "Android"
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contents:
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- title: "Overview"
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path: /lite/android/index
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- title: "Quickstart"
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path: /lite/android/quickstart
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- title: "Google Play services runtime"
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path: /lite/android/play_services
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section:
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- title: "Java API"
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path: /lite/android/java.md
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- title: "C API"
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path: /lite/android/native.md
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status: experimental
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- title: "Development tools"
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path: /lite/android/development
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- heading: "Images & video"
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- title: "Object detection"
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path: /lite/android/tutorials/object_detection
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- title: "Image classification"
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path: https://codelabs.developers.google.com/codelabs/recognize-flowers-with-tensorflow-on-android/
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status: external
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- title: "Optical character recognition"
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path: https://codelabs.developers.google.com/codelabs/digit-classifier-tflite/
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status: external
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- heading: "Text"
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- title: "Text classification"
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path: /lite/android/tutorials/text_classification
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- title: "Question answering"
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path: /lite/android/tutorials/question_answer
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- title: "Smart reply"
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path: https://github.com/tensorflow/examples/tree/master/lite/examples/smart_reply/android
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status: external
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- title: "Autocomplete"
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path: https://github.com/tensorflow/examples/tree/master/lite/examples/generative_ai/android
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status: external
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- heading: "Audio"
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- title: "Sound and word recognition"
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path: /lite/android/tutorials/audio_classification
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- heading: "Hardware acceleration"
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- title: "Acceleration service"
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path: /lite/android/acceleration_service
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status: experimental
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- title: "GPU delegate"
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section:
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- title: "Interpreter API"
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path: /lite/android/delegates/gpu.md
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- title: "Task library API"
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path: /lite/android/delegates/gpu_task.md
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- title: "C/C++ API"
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path: /lite/android/delegates/gpu_native.md
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- title: "NNAPI delegate"
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path: /lite/android/delegates/nnapi
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status: deprecated
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- title: "Hexagon delegate"
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path: /lite/android/delegates/hexagon
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status: deprecated
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- heading: "Models with metadata"
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- title: "Overview"
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path: /lite/inference_with_metadata/overview
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- title: "Generate model interfaces"
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path: /lite/inference_with_metadata/codegen
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- title: "Customize data input and output"
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path: /lite/inference_with_metadata/lite_support
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- name: "iOS"
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contents:
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- title: "Quickstart"
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path: /lite/guide/ios
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- heading: "Images & video"
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- title: "Object detection"
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path: https://github.com/tensorflow/examples/tree/master/lite/examples/object_detection/ios
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status: external
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- title: "Image classification"
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path: https://codelabs.developers.google.com/codelabs/recognize-flowers-with-tensorflow-on-ios/
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status: external
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- heading: "Text"
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- title: "Text classification"
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path: https://github.com/tensorflow/examples/tree/master/lite/examples/text_classification/android
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status: external
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- title: "Classification by retrieval"
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path: https://github.com/tensorflow/examples/tree/master/lite/examples/classification_by_retrieval/ios
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status: external
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- heading: "Audio"
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- title: "Voice commands"
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path: https://github.com/tensorflow/examples/tree/master/lite/examples/speech_commands/ios
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status: external
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- title: "Sound classification"
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path: https://github.com/tensorflow/examples/tree/master/lite/examples/sound_classification/ios
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status: external
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- heading: "Hardware acceleration"
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- title: "Core ML delegate"
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path: /lite/performance/coreml_delegate
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- title: "GPU delegate"
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path: /lite/ios/delegates/gpu
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- name: "Other Edge"
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contents:
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- heading: "Quickstart"
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- title: "Linux-based devices"
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path: /lite/guide/python
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- heading: "Images & video"
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- title: "Object detection"
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path: https://github.com/tensorflow/examples/blob/master/lite/examples/object_detection/raspberry_pi/
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status: external
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- title: "Image classification"
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path: https://github.com/tensorflow/examples/blob/master/lite/examples/image_classification/raspberry_pi/
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status: external
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- title: "Video classification"
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path: https://github.com/tensorflow/examples/blob/master/lite/examples/video_classification/raspberry_pi/
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status: external
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- heading: "Audio"
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- title: "Sound classification"
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path: https://github.com/tensorflow/examples/tree/master/lite/examples/sound_classification/raspberry_pi
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status: external
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- heading: "Microcontrollers"
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- title: "Overview"
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path: /lite/microcontrollers
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- title: "Get started"
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path: /lite/microcontrollers/get_started_low_level
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- title: "Hotword detection"
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path: https://codelabs.developers.google.com/codelabs/sparkfun-tensorflow/#0
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status: external
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- title: "Understand the C++ library"
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path: /lite/microcontrollers/library
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- title: "Build and convert models"
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path: /lite/microcontrollers/build_convert
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- name: "Models"
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contents:
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- title: "Overview"
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path: /lite/models
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- heading: "Use trained models"
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- title: "Guide"
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path: /lite/models/trained/index
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- heading: "Modify models"
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- title: "Model Maker"
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status: experimental
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section:
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- title: "Overview"
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path: /lite/models/modify/model_maker
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- heading: "Images & video"
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- title: "Image classification"
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path: /lite/models/modify/model_maker/image_classification
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- title: "Object detection"
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path: /lite/models/modify/model_maker/object_detection
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- heading: "Text"
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- title: "Text classification"
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path: /lite/models/modify/model_maker/text_classification
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- title: "BERT question & answer"
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path: /lite/models/modify/model_maker/question_answer
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- title: "Text search"
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path: /lite/models/modify/model_maker/text_searcher
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status: New
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- heading: "Audio"
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- title: "Audio classification"
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path: /lite/models/modify/model_maker/audio_classification
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- title: "Speech recognition"
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path: /lite/models/modify/model_maker/speech_recognition
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- heading: "Design and build models"
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- title: "Overview"
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path: /lite/models/build/
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- title: "Performance best practices"
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path: /lite/performance/best_practices
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- title: "Performance measurement"
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path: /lite/performance/measurement
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- title: "On-device training"
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path: /lite/examples/on_device_training/overview
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- heading: "Convert models"
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- title: "Overview"
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path: /lite/models/convert/
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- title: "Add Signatures"
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path: /lite/guide/signatures
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status: experimental
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- title: "Get started"
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section:
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- title: "Convert TensorFlow models"
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path: /lite/models/convert/convert_models
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- title: "Convert JAX models"
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path: /lite/examples/jax_conversion/overview
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status: nightly
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- title: "Colab for JAX to TFLite"
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path: /lite/examples/jax_conversion/jax_to_tflite
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status: nightly
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- title: "Model compatibility"
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section:
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- title: "Overview"
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path: /lite/guide/ops_compatibility
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- title: "Select operators"
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path: /lite/guide/ops_select
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- title: "Select operators Allowlist"
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path: /lite/guide/op_select_allowlist
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- title: "Advanced"
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section:
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- title: "Custom operators"
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path: /lite/guide/ops_custom
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- title: "Fused operators"
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path: /lite/models/convert/operation_fusion
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- title: "Operator versions"
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path: /lite/guide/ops_version
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status: experimental
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- title: "RNN models"
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path: /lite/models/convert/rnn
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- title: "Optimize models"
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section:
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- title: "Overview"
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path: /lite/performance/model_optimization
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- title: "Post-training quantization"
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path: /lite/performance/post_training_quantization
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- title: "Post-training dynamic range quantization"
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path: /lite/performance/post_training_quant
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- title: "Post-training integer quantization"
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path: /lite/performance/post_training_integer_quant
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- title: "Post-training float16 quantization"
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path: /lite/performance/post_training_float16_quant
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- title: "Post-training integer quantization with int16 activations"
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path: /lite/performance/post_training_integer_quant_16x8
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status: experimental
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- title: "Quantization specification"
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path: /lite/performance/quantization_spec
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- title: "Inspecting quantization errors"
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path: /lite/performance/quantization_debugger
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status: nightly
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- title: "Add model metadata"
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section:
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- title: "Overview"
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path: /lite/models/convert/metadata
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- title: "Metadata Writer API"
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path: /lite/models/convert/metadata_writer_tutorial
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- title: "Conversion tools"
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section:
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- title: "Model Analyzer"
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path: /lite/guide/model_analyzer
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status: experimental
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- title: "Authoring tool"
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path: /lite/guide/authoring
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status: experimental
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- name: "Examples"
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contents:
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- title: "Overview"
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path: /lite/examples/
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- heading: "Vision"
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- title: "Image classification"
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path: /lite/examples/image_classification/overview
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- title: "Video classification"
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path: /lite/examples/video_classification/overview
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- title: "Object detection"
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path: /lite/examples/object_detection/overview
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- title: "Pose estimation"
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section:
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- title: "Overview"
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path: /lite/examples/pose_estimation/overview
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- title: "Body pose tutorial"
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path: /lite/tutorials/pose_classification
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- title: "Segmentation"
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path: /lite/examples/segmentation/overview
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- title: "Style transfer"
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path: /lite/examples/style_transfer/overview
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- title: "Super resolution"
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path: /lite/examples/super_resolution/overview
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- title: "Optical character recognition"
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path: /lite/examples/optical_character_recognition/overview
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- heading: "Text"
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- title: "BERT question & answer"
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path: /lite/examples/bert_qa/overview
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- title: "Smart reply"
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path: /lite/examples/smart_reply/overview
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- title: "Autocomplete"
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path: /lite/examples/auto_complete/overview
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- title: "Text classification"
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path: /lite/examples/text_classification/overview
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- heading: "Audio"
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- title: "Audio classification"
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path: /lite/examples/audio_classification/overview
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- heading: "Others"
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- title: "Recommendation"
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path: /lite/examples/recommendation/overview
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- title: "Reinforcement learning"
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path: /lite/examples/reinforcement_learning/overview
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- name: "API"
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skip_translation: true
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contents:
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- title: "API Reference"
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path: /lite/api_docs/
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- title: "Python"
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style: accordion
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section:
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- include: /lite/api_docs/python/tf/lite/_toc.yaml
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- include: /lite/api_docs/python/tflite_model_maker/_toc.yaml
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- include: /lite/api_docs/python/tflite_support/_toc.yaml
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- title: "Android (Java)"
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platform: android
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style: accordion
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section:
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- include: /lite/api_docs/java/_toc.yaml
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- title: "Swift"
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platform: ios
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style: accordion
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section:
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- include: /lite/api_docs/swift/_toc.yaml
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- title: "C++"
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platform: cpp
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style: accordion
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section:
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- title: "Overview"
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path: /lite/api_docs/cc/
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- include: /lite/api_docs/cc/_doxygen.yaml
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- title: "C"
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platform: cpp
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style: accordion
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section:
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- title: "Overview"
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path: /lite/api_docs/c/
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- include: /lite/api_docs/c/_doxygen.yaml
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- include: /api_docs/_upper_tabs_api.yaml
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- include: /resources/_upper_tabs_resources.yaml
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- include: /_upper_tabs_right.yaml
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