commit	a37043ff7a42e9d46345b4a6b33abda2fd1081f5	[log] [tgz]
author	Advait Jain <advaitjain@users.noreply.github.com>	Fri Apr 09 11:17:58 2021 -0700
committer	GitHub <noreply@github.com>	Fri Apr 09 11:17:58 2021 -0700
tree	fb911289e4c82c3e28896ebaab7560785078f0ae
parent	cd3186c3242a093234c746f806a09810d2527ca1 [diff]

Manually sync'd code from upstream TF. (#2)

Confirmed that the following command passes:
```
./tensorflow/lite/micro/tools/ci_build/test_all_new.sh GITHUB_PRESUBMIT
```

.bazelrc[Added - diff]
WORKSPACE[Added - diff]
tensorflow/BUILD[Added - diff]
tensorflow/lite/BUILD[Added - diff]
tensorflow/lite/build_def.bzl[Added - diff]
tensorflow/lite/c/BUILD[Added - diff]
tensorflow/lite/c/builtin_op_data.h[Added - diff]
tensorflow/lite/c/c_api_types.h[Added - diff]
tensorflow/lite/c/common.c[Added - diff]
tensorflow/lite/c/common.h[Added - diff]
tensorflow/lite/core/api/BUILD[Added - diff]
tensorflow/lite/core/api/error_reporter.cc[Added - diff]
tensorflow/lite/core/api/error_reporter.h[Added - diff]
tensorflow/lite/core/api/flatbuffer_conversions.cc[Added - diff]
tensorflow/lite/core/api/flatbuffer_conversions.h[Added - diff]
tensorflow/lite/core/api/op_resolver.cc[Added - diff]
tensorflow/lite/core/api/op_resolver.h[Added - diff]
tensorflow/lite/core/api/tensor_utils.cc[Added - diff]
tensorflow/lite/core/api/tensor_utils.h[Added - diff]
tensorflow/lite/kernels/BUILD[Added - diff]
tensorflow/lite/kernels/internal/BUILD[Added - diff]
tensorflow/lite/kernels/internal/common.h[Added - diff]
tensorflow/lite/kernels/internal/compatibility.h[Added - diff]
tensorflow/lite/kernels/internal/cppmath.h[Added - diff]
tensorflow/lite/kernels/internal/max.h[Added - diff]
tensorflow/lite/kernels/internal/min.h[Added - diff]
tensorflow/lite/kernels/internal/optimized/neon_check.h[Added - diff]
tensorflow/lite/kernels/internal/portable_tensor.h[Added - diff]
tensorflow/lite/kernels/internal/quantization_util.cc[Added - diff]
tensorflow/lite/kernels/internal/quantization_util.h[Added - diff]
tensorflow/lite/kernels/internal/reference/add.h[Added - diff]
tensorflow/lite/kernels/internal/reference/add_n.h[Added - diff]
tensorflow/lite/kernels/internal/reference/arg_min_max.h[Added - diff]
tensorflow/lite/kernels/internal/reference/batch_to_space_nd.h[Added - diff]
tensorflow/lite/kernels/internal/reference/binary_function.h[Added - diff]
tensorflow/lite/kernels/internal/reference/ceil.h[Added - diff]
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tensorflow/lite/kernels/internal/reference/conv.h[Added - diff]
tensorflow/lite/kernels/internal/reference/cumsum.h[Added - diff]
tensorflow/lite/kernels/internal/reference/depthwiseconv_float.h[Added - diff]
tensorflow/lite/kernels/internal/reference/depthwiseconv_uint8.h[Added - diff]
tensorflow/lite/kernels/internal/reference/dequantize.h[Added - diff]
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tensorflow/lite/kernels/internal/reference/exp.h[Added - diff]
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tensorflow/lite/kernels/internal/reference/integer_ops/depthwise_conv.h[Added - diff]
tensorflow/lite/kernels/internal/reference/integer_ops/fully_connected.h[Added - diff]
tensorflow/lite/kernels/internal/reference/integer_ops/l2normalization.h[Added - diff]
tensorflow/lite/kernels/internal/reference/integer_ops/logistic.h[Added - diff]
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tensorflow/lite/kernels/internal/reference/integer_ops/pooling.h[Added - diff]
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tensorflow/lite/kernels/internal/reference/integer_ops/transpose_conv.h[Added - diff]
tensorflow/lite/kernels/internal/reference/l2normalization.h[Added - diff]
tensorflow/lite/kernels/internal/reference/leaky_relu.h[Added - diff]
tensorflow/lite/kernels/internal/reference/logistic.h[Added - diff]
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tensorflow/lite/kernels/internal/reference/pooling.h[Added - diff]
tensorflow/lite/kernels/internal/reference/prelu.h[Added - diff]
tensorflow/lite/kernels/internal/reference/process_broadcast_shapes.h[Added - diff]
tensorflow/lite/kernels/internal/reference/quantize.h[Added - diff]
tensorflow/lite/kernels/internal/reference/reduce.h[Added - diff]
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tensorflow/lite/kernels/internal/reference/resize_nearest_neighbor.h[Added - diff]
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tensorflow/lite/kernels/internal/reference/softmax.h[Added - diff]
tensorflow/lite/kernels/internal/reference/space_to_batch_nd.h[Added - diff]
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tensorflow/lite/kernels/internal/reference/sub.h[Added - diff]
tensorflow/lite/kernels/internal/reference/tanh.h[Added - diff]
tensorflow/lite/kernels/internal/reference/transpose_conv.h[Added - diff]
tensorflow/lite/kernels/internal/strided_slice_logic.h[Added - diff]
tensorflow/lite/kernels/internal/tensor_ctypes.h[Added - diff]
tensorflow/lite/kernels/internal/types.h[Added - diff]
tensorflow/lite/kernels/kernel_util.cc[Added - diff]
tensorflow/lite/kernels/kernel_util.h[Added - diff]
tensorflow/lite/kernels/op_macros.h[Added - diff]
tensorflow/lite/kernels/padding.h[Added - diff]
tensorflow/lite/micro/BUILD[Added - diff]
tensorflow/lite/micro/CONTRIBUTING.md[Added - diff]
tensorflow/lite/micro/README.md[Added - diff]
tensorflow/lite/micro/all_ops_resolver.cc[Added - diff]
tensorflow/lite/micro/all_ops_resolver.h[Added - diff]
tensorflow/lite/micro/apollo3evb/debug_log.cc[Added - diff]
tensorflow/lite/micro/apollo3evb/micro_time.cc[Added - diff]
tensorflow/lite/micro/arc_emsdp/debug_log.cc[Added - diff]
tensorflow/lite/micro/arduino/abi.cc[Added - diff]
tensorflow/lite/micro/arduino/debug_log.cc[Added - diff]
tensorflow/lite/micro/arduino/system_setup.cc[Added - diff]
tensorflow/lite/micro/benchmarks/BUILD[Added - diff]
tensorflow/lite/micro/benchmarks/Makefile.inc[Added - diff]
tensorflow/lite/micro/benchmarks/README.md[Added - diff]
tensorflow/lite/micro/benchmarks/keyword_benchmark.cc[Added - diff]
tensorflow/lite/micro/benchmarks/keyword_scrambled_model_data.cc[Added - diff]
tensorflow/lite/micro/benchmarks/keyword_scrambled_model_data.h[Added - diff]
tensorflow/lite/micro/benchmarks/micro_benchmark.h[Added - diff]
tensorflow/lite/micro/benchmarks/person_detection_benchmark.cc[Added - diff]
tensorflow/lite/micro/bluepill/debug_log.cc[Added - diff]
tensorflow/lite/micro/build_def.bzl[Added - diff]
tensorflow/lite/micro/ceva/micro_time.cc[Added - diff]
tensorflow/lite/micro/ceva/system_setup.cc[Added - diff]
tensorflow/lite/micro/chre/debug_log.cc[Added - diff]
tensorflow/lite/micro/compatibility.h[Added - diff]
tensorflow/lite/micro/cortex_m_corstone_300/README.md[Added - diff]
tensorflow/lite/micro/cortex_m_corstone_300/system_setup.cc[Added - diff]
tensorflow/lite/micro/cortex_m_generic/README.md[Added - diff]
tensorflow/lite/micro/cortex_m_generic/debug_log.cc[Added - diff]
tensorflow/lite/micro/cortex_m_generic/debug_log_callback.h[Added - diff]
tensorflow/lite/micro/debug_log.cc[Added - diff]
tensorflow/lite/micro/debug_log.h[Added - diff]
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tensorflow/lite/micro/docs/memory_management.md[Added - diff]
tensorflow/lite/micro/docs/new_platform_support.md[Added - diff]
tensorflow/lite/micro/docs/optimized_kernel_implementations.md[Added - diff]
tensorflow/lite/micro/docs/profiling.md[Added - diff]
tensorflow/lite/micro/docs/renode.md[Added - diff]
tensorflow/lite/micro/docs/rfc/preallocated_tensors.md[Added - diff]
tensorflow/lite/micro/ecm3531/debug_log.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/BUILD[Added - diff]
tensorflow/lite/micro/examples/hello_world/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/hello_world/README.md[Added - diff]
tensorflow/lite/micro/examples/hello_world/arduino/constants.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/arduino/main.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/arduino/output_handler.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/constants.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/constants.h[Added - diff]
tensorflow/lite/micro/examples/hello_world/create_sine_model.ipynb[Added - diff]
tensorflow/lite/micro/examples/hello_world/disco_f746ng/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/hello_world/disco_f746ng/constants.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/disco_f746ng/output_handler.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/esp/main.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/hello_world_binary_test.sh[Added - diff]
tensorflow/lite/micro/examples/hello_world/hello_world_test.cc[Added - diff]
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tensorflow/lite/micro/examples/hello_world/images/animation_on_arduino_mkrzero.gif[Added - diff]
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tensorflow/lite/micro/examples/hello_world/images/model_architecture.png[Added - diff]
tensorflow/lite/micro/examples/hello_world/main.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/main_functions.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/main_functions.h[Added - diff]
tensorflow/lite/micro/examples/hello_world/model.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/model.h[Added - diff]
tensorflow/lite/micro/examples/hello_world/output_handler.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/output_handler.h[Added - diff]
tensorflow/lite/micro/examples/hello_world/output_handler_test.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/riscv32_mcu/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/hello_world/sparkfun_edge/constants.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/sparkfun_edge/output_handler.cc[Added - diff]
tensorflow/lite/micro/examples/hello_world/spresense/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/hello_world/spresense/README.md[Added - diff]
tensorflow/lite/micro/examples/hello_world/train/README.md[Added - diff]
tensorflow/lite/micro/examples/hello_world/train/train_hello_world_model.ipynb[Added - diff]
tensorflow/lite/micro/examples/hello_world/zephyr_riscv/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/hello_world/zephyr_riscv/prj.conf[Added - diff]
tensorflow/lite/micro/examples/hello_world/zephyr_riscv/src/assert.cc[Added - diff]
tensorflow/lite/micro/examples/image_recognition_experimental/.gitignore[Added - diff]
tensorflow/lite/micro/examples/image_recognition_experimental/BUILD[Added - diff]
tensorflow/lite/micro/examples/image_recognition_experimental/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/image_recognition_experimental/README.md[Added - diff]
tensorflow/lite/micro/examples/image_recognition_experimental/image_provider.h[Added - diff]
tensorflow/lite/micro/examples/image_recognition_experimental/image_recognition_model.h[Added - diff]
tensorflow/lite/micro/examples/image_recognition_experimental/image_recognition_test.cc[Added - diff]
tensorflow/lite/micro/examples/image_recognition_experimental/main.cc[Added - diff]
tensorflow/lite/micro/examples/image_recognition_experimental/stm32f746_discovery/display_util.cc[Added - diff]
tensorflow/lite/micro/examples/image_recognition_experimental/stm32f746_discovery/display_util.h[Added - diff]
tensorflow/lite/micro/examples/image_recognition_experimental/stm32f746_discovery/image_provider.cc[Added - diff]
tensorflow/lite/micro/examples/image_recognition_experimental/stm32f746_discovery/image_util.cc[Added - diff]
tensorflow/lite/micro/examples/image_recognition_experimental/stm32f746_discovery/image_util.h[Added - diff]
tensorflow/lite/micro/examples/image_recognition_experimental/util.h[Added - diff]
tensorflow/lite/micro/examples/magic_wand/BUILD[Added - diff]
tensorflow/lite/micro/examples/magic_wand/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/README.md[Added - diff]
tensorflow/lite/micro/examples/magic_wand/accelerometer_handler.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/accelerometer_handler.h[Added - diff]
tensorflow/lite/micro/examples/magic_wand/accelerometer_handler_test.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/arduino/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/arduino/accelerometer_handler.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/arduino/main.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/arduino/output_handler.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/constants.h[Added - diff]
tensorflow/lite/micro/examples/magic_wand/gesture_predictor.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/gesture_predictor.h[Added - diff]
tensorflow/lite/micro/examples/magic_wand/gesture_predictor_test.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/himax_we1_evb/accelerometer_handler.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/magic_wand_model_data.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/magic_wand_model_data.h[Added - diff]
tensorflow/lite/micro/examples/magic_wand/magic_wand_test.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/main.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/main_functions.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/main_functions.h[Added - diff]
tensorflow/lite/micro/examples/magic_wand/output_handler.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/output_handler.h[Added - diff]
tensorflow/lite/micro/examples/magic_wand/output_handler_test.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/ring_micro_features_data.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/ring_micro_features_data.h[Added - diff]
tensorflow/lite/micro/examples/magic_wand/riscv32_mcu/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/slope_micro_features_data.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/slope_micro_features_data.h[Added - diff]
tensorflow/lite/micro/examples/magic_wand/sparkfun_edge/accelerometer_handler.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/sparkfun_edge/output_handler.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/train/README.md[Added - diff]
tensorflow/lite/micro/examples/magic_wand/train/data_augmentation.py[Added - diff]
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tensorflow/lite/micro/examples/magic_wand/train/data_load.py[Added - diff]
tensorflow/lite/micro/examples/magic_wand/train/data_load_test.py[Added - diff]
tensorflow/lite/micro/examples/magic_wand/train/data_prepare.py[Added - diff]
tensorflow/lite/micro/examples/magic_wand/train/data_prepare_test.py[Added - diff]
tensorflow/lite/micro/examples/magic_wand/train/data_split.py[Added - diff]
tensorflow/lite/micro/examples/magic_wand/train/data_split_person.py[Added - diff]
tensorflow/lite/micro/examples/magic_wand/train/data_split_person_test.py[Added - diff]
tensorflow/lite/micro/examples/magic_wand/train/data_split_test.py[Added - diff]
tensorflow/lite/micro/examples/magic_wand/train/netmodels/CNN/weights.h5[Added - diff]
tensorflow/lite/micro/examples/magic_wand/train/requirements.txt[Added - diff]
tensorflow/lite/micro/examples/magic_wand/train/train.py[Added - diff]
tensorflow/lite/micro/examples/magic_wand/train/train_magic_wand_model.ipynb[Added - diff]
tensorflow/lite/micro/examples/magic_wand/train/train_test.py[Added - diff]
tensorflow/lite/micro/examples/magic_wand/zephyr_riscv/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/zephyr_riscv/boards/litex_vexriscv.overlay[Added - diff]
tensorflow/lite/micro/examples/magic_wand/zephyr_riscv/prj.conf[Added - diff]
tensorflow/lite/micro/examples/magic_wand/zephyr_riscv/src/accelerometer_handler.cc[Added - diff]
tensorflow/lite/micro/examples/magic_wand/zephyr_riscv/src/accelerometer_handler.h[Added - diff]
tensorflow/lite/micro/examples/magic_wand/zephyr_riscv/src/assert.cc[Added - diff]
tensorflow/lite/micro/examples/network_tester/.gitignore[Added - diff]
tensorflow/lite/micro/examples/network_tester/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/network_tester/README.md[Added - diff]
tensorflow/lite/micro/examples/network_tester/expected_output_data.h[Added - diff]
tensorflow/lite/micro/examples/network_tester/input_data.h[Added - diff]
tensorflow/lite/micro/examples/network_tester/network_model.h[Added - diff]
tensorflow/lite/micro/examples/network_tester/network_tester_test.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/person_detection/README.md[Added - diff]
tensorflow/lite/micro/examples/person_detection/apollo3evb/image_provider.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/arc_emsdp/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/person_detection/arc_emsdp/emsdp.lcf[Added - diff]
tensorflow/lite/micro/examples/person_detection/arduino/HM01B0_platform.h[Added - diff]
tensorflow/lite/micro/examples/person_detection/arduino/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/person_detection/arduino/detection_responder.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/arduino/image_provider.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/arduino/main.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/detection_responder.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/detection_responder.h[Added - diff]
tensorflow/lite/micro/examples/person_detection/detection_responder_test.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/esp/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/person_detection/esp/README_ESP.md[Added - diff]
tensorflow/lite/micro/examples/person_detection/esp/app_camera_esp.c[Added - diff]
tensorflow/lite/micro/examples/person_detection/esp/app_camera_esp.h[Added - diff]
tensorflow/lite/micro/examples/person_detection/esp/image_provider.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/esp/main.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/esp/main/Kconfig.projbuild[Added - diff]
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tensorflow/lite/micro/examples/person_detection/himax_driver/HM01B0.h[Added - diff]
tensorflow/lite/micro/examples/person_detection/himax_driver/HM01B0_RAW8_QVGA_8bits_lsb_5fps.h[Added - diff]
tensorflow/lite/micro/examples/person_detection/himax_driver/HM01B0_Walking1s_01.h[Added - diff]
tensorflow/lite/micro/examples/person_detection/himax_driver/HM01B0_Walking1s_01.txt[Added - diff]
tensorflow/lite/micro/examples/person_detection/himax_driver/HM01B0_debug.c[Added - diff]
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tensorflow/lite/micro/examples/person_detection/himax_driver/HM01B0_optimized.c[Added - diff]
tensorflow/lite/micro/examples/person_detection/himax_driver/HM01B0_optimized.h[Added - diff]
tensorflow/lite/micro/examples/person_detection/himax_driver/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/person_detection/himax_we1_evb/detection_responder.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/himax_we1_evb/image_provider.cc[Added - diff]
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tensorflow/lite/micro/examples/person_detection/image_provider.h[Added - diff]
tensorflow/lite/micro/examples/person_detection/image_provider_test.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/main.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/main_functions.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/main_functions.h[Added - diff]
tensorflow/lite/micro/examples/person_detection/model_settings.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/model_settings.h[Added - diff]
tensorflow/lite/micro/examples/person_detection/no_person_image_data.h[Added - diff]
tensorflow/lite/micro/examples/person_detection/person_detect_model_data.h[Added - diff]
tensorflow/lite/micro/examples/person_detection/person_detection_binary_test.sh[Added - diff]
tensorflow/lite/micro/examples/person_detection/person_detection_test.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/person_image_data.h[Added - diff]
tensorflow/lite/micro/examples/person_detection/riscv32_mcu/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/person_detection/sparkfun_edge/detection_responder.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/sparkfun_edge/image_provider.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/spresense/Makefile.inc[Added - diff]
tensorflow/lite/micro/examples/person_detection/spresense/README.md[Added - diff]
tensorflow/lite/micro/examples/person_detection/spresense/src/spresense_image_provider.cc[Added - diff]
tensorflow/lite/micro/examples/person_detection/training_a_model.md[Added - diff]
tensorflow/lite/micro/examples/person_detection/utils/raw_to_bitmap.py[Added - diff]
tensorflow/lite/micro/examples/person_detection/utils/raw_to_bitmap_test.py[Added - diff]
tensorflow/lite/micro/himax_we1_evb/debug_log.cc[Added - diff]
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README.md

TensorFlow Lite for Microcontrollers

The TFLM code is currently in the process of being refactored out of the Tensorflow github repository into a standalone repo. This refactoring is currently in the initial stages and is expected to be completed towards the end of June 2021.