1upper_tabs: 2- name: "Install" 3 lower_tabs: 4 guides: 5 - include: /install/_toc.yaml 6 7- name: "Learn" 8 path: /learn/ 9 is_default: true 10 menu: 11 - include: /learn/_menu_toc.yaml 12 lower_tabs: 13 # Subsite tabs 14 other: 15 - name: "Tutorials" 16 contents: 17 - title: "TensorFlow Lite Tutorials" 18 path: /lite/tutorials 19 20 - heading: "Vision" 21 - title: "Recognize handwritten digits" 22 path: https://codelabs.developers.google.com/codelabs/digit-classifier-tflite/ 23 status: external 24 - title: "Recognize flowers on Android" 25 path: https://codelabs.developers.google.com/codelabs/recognize-flowers-with-tensorflow-on-android/ 26 status: external 27 - title: "Recognize flowers on iOS" 28 path: https://codelabs.developers.google.com/codelabs/recognize-flowers-with-tensorflow-on-ios/ 29 status: external 30 - title: "Transfer learning for image classification" 31 path: /lite/tutorials/model_maker_image_classification 32 - title: "Image classification on Raspberry Pi" 33 path: https://github.com/tensorflow/examples/blob/master/lite/examples/image_classification/raspberry_pi/ 34 status: external 35 - title: "Object Detection on Raspberry Pi" 36 path: https://github.com/tensorflow/examples/blob/master/lite/examples/object_detection/raspberry_pi/ 37 status: external 38 - title: "Train a mobile object detector" 39 path: https://blog.tensorflow.org/2018/07/training-and-serving-realtime-mobile-object-detector-cloud-tpus.html 40 status: external 41 42 - heading: "Text" 43 - title: "Text classification with Model Maker" 44 path: /lite/tutorials/model_maker_text_classification 45 - title: "BERT Question Answer with Model Maker" 46 path: /lite/tutorials/model_maker_question_answer 47 48 - heading: "Microcontrollers" 49 - title: "Gesture recognition" 50 path: https://blog.tensorflow.org/2019/11/how-to-get-started-with-machine.html 51 status: external 52 - title: "Hotword detection" 53 path: https://codelabs.developers.google.com/codelabs/sparkfun-tensorflow/#0 54 status: external 55 - title: "Person detection" 56 path: https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/micro/examples/person_detection 57 status: external 58 59 - name: "Guide" 60 contents: 61 - title: "TensorFlow Lite guide" 62 path: /lite/guide 63 64 - heading: "Get started" 65 - title: "Overview" 66 path: /lite/guide/get_started 67 - title: "Android quickstart" 68 path: /lite/guide/android 69 - title: "iOS quickstart" 70 path: /lite/guide/ios 71 - title: "Python quickstart" 72 path: /lite/guide/python 73 - title: "FAQ" 74 path: /lite/guide/faq 75 - title: "Roadmap" 76 path: /lite/guide/roadmap 77 78 - heading: "Convert a model" 79 - title: "Overview" 80 path: /lite/convert/ 81 - title: "Convert RNN models" 82 path: /lite/convert/rnn 83 - title: "Add metadata" 84 path: /lite/convert/metadata 85 - title: "Sample models" 86 path: /lite/guide/hosted_models 87 - title: "API updates" 88 path: /lite/convert/api_updates 89 90 - heading: "Create a model" 91 - title: "TensorFlow Lite Model Maker" 92 status: experimental 93 path: /lite/guide/model_maker 94 95 - heading: "Run Inference" 96 - title: "Overview" 97 path: /lite/guide/inference 98 - title: "Operator compatibility" 99 path: /lite/guide/ops_compatibility 100 - title: "Select operators" 101 path: /lite/guide/ops_select 102 - title: "Custom operators" 103 path: /lite/guide/ops_custom 104 - title: "Fused operators" 105 path: /lite/convert/operation_fusion 106 - title: "Operator versions" 107 path: /lite/guide/ops_version 108 status: experimental 109 - title: "Select operators Allowlist" 110 path: /lite/guide/op_select_allowlist 111 112 - heading: "Run Inference with metadata" 113 - title: "Overview" 114 path: /lite/inference_with_metadata/overview 115 - title: "Generate model interfaces using metadata" 116 path: /lite/inference_with_metadata/codegen 117 - title: "Integrate models with Task Library" 118 path: /lite/inference_with_metadata/task_library/overview 119 section: 120 - title: "ImageClassifier" 121 path: /lite/inference_with_metadata/task_library/image_classifier 122 - title: "ObjectDetector" 123 path: /lite/inference_with_metadata/task_library/object_detector 124 - title: "ImageSegmenter" 125 path: /lite/inference_with_metadata/task_library/image_segmenter 126 - title: "NLClassifier" 127 path: /lite/inference_with_metadata/task_library/nl_classifier 128 - title: "BertNLClassifier" 129 path: /lite/inference_with_metadata/task_library/bert_nl_classifier 130 - title: "BertQuestionAnswerer" 131 path: /lite/inference_with_metadata/task_library/bert_question_answerer 132 - title: "Customized API" 133 path: /lite/inference_with_metadata/task_library/customized_task_api 134 - title: "Customize input and output data processing" 135 path: /lite/inference_with_metadata/lite_support 136 137 - heading: "Performance" 138 - title: "Best practices" 139 path: /lite/performance/best_practices 140 - title: "Measurement" 141 path: /lite/performance/measurement 142 - title: "Delegates" 143 path: /lite/performance/delegates 144 - title: "GPU delegate" 145 path: /lite/performance/gpu 146 - title: "Advanced GPU" 147 path: /lite/performance/gpu_advanced 148 - title: "NNAPI delegate" 149 path: /lite/performance/nnapi 150 - title: "Hexagon delegate" 151 path: /lite/performance/hexagon_delegate 152 - title: "Core ML delegate" 153 path: /lite/performance/coreml_delegate 154 - title: "Implementing a delegate" 155 path: /lite/performance/implementing_delegate 156 status: experimental 157 158 - heading: "Optimize a model" 159 - title: "Overview" 160 path: /lite/performance/model_optimization 161 - title: "Post-training quantization" 162 path: /lite/performance/post_training_quantization 163 - title: "Post-training dynamic range quantization" 164 path: /lite/performance/post_training_quant 165 - title: "Post-training integer quantization" 166 path: /lite/performance/post_training_integer_quant 167 - title: "Post-training float16 quantization" 168 path: /lite/performance/post_training_float16_quant 169 - title: "Post-training integer quantization with int16 activations" 170 path: /lite/performance/post_training_integer_quant_16x8 171 status: experimental 172 - title: "Quantization specification" 173 path: /lite/performance/quantization_spec 174 175 - heading: "Build TensorFlow Lite" 176 - title: "Build for Android" 177 path: /lite/guide/build_android 178 - title: "Build for iOS" 179 path: /lite/guide/build_ios 180 - title: "Build for ARM64" 181 path: /lite/guide/build_arm64 182 - title: "Build for Raspberry Pi" 183 path: /lite/guide/build_rpi 184 - title: "Build with CMake" 185 path: /lite/guide/build_cmake 186 status: experimental 187 section: 188 - title: "Cross compilation for ARM" 189 path: /lite/guide/build_cmake_arm 190 - title: "Build Python Wheel" 191 path: /lite/guide/build_cmake_pip 192 status: experimental 193 - title: "Reduce binary size" 194 path: /lite/guide/reduce_binary_size 195 status: experimental 196 197 - heading: "Microcontrollers" 198 - title: "Overview" 199 path: /lite/microcontrollers 200 - title: "Get started with microcontrollers" 201 path: /lite/microcontrollers/get_started 202 - title: "Understand the C++ library" 203 path: /lite/microcontrollers/library 204 - title: "Build and convert models" 205 path: /lite/microcontrollers/build_convert 206 207 - name: "Examples" 208 contents: 209 - title: "Examples" 210 path: /lite/examples 211 212 - name: "Models" 213 contents: 214 - title: "Overview" 215 path: /lite/models/ 216 - heading: "Vision" 217 - title: "Image classification" 218 path: /lite/models/image_classification/overview 219 - title: "Object detection" 220 path: /lite/models/object_detection/overview 221 - title: "Pose estimation" 222 path: /lite/models/pose_estimation/overview 223 - title: "Segmentation" 224 path: /lite/models/segmentation/overview 225 - title: "Style transfer" 226 path: /lite/models/style_transfer/overview 227 - title: "Super resolution" 228 path: /lite/models/super_resolution/overview 229 - heading: "Text" 230 - title: "BERT Question Answer" 231 path: /lite/models/bert_qa/overview 232 - title: "Smart reply" 233 path: /lite/models/smart_reply/overview 234 - title: "Text classification" 235 path: /lite/models/text_classification/overview 236 - heading: "Others" 237 - title: "Recommendation" 238 path: /lite/models/recommendation/overview 239 240 - name: "API" 241 skip_translation: true 242 contents: 243 - title: "API Reference" 244 path: /lite/api_docs/ 245 - heading: "Python" 246 - include: /lite/api_docs/python/tf/lite/_toc.yaml 247 - heading: "Android (Java)" 248 - include: /lite/api_docs/java/_toc.yaml 249 - heading: "C++" 250 - title: "Overview" 251 path: /lite/api_docs/cc/ 252 - include: /lite/api_docs/cc/_doxygen.yaml 253 254- include: /api_docs/_upper_tabs_api.yaml 255- include: /resources/_upper_tabs_resources.yaml 256- include: /_upper_tabs_right.yaml 257