diff --git a/tensorflow/lite/examples/experimental_new_converter/stack_trace_example.py b/tensorflow/lite/examples/experimental_new_converter/stack_trace_example.py index b5ac33afa61..f0940db79e0 100644 --- a/tensorflow/lite/examples/experimental_new_converter/stack_trace_example.py +++ b/tensorflow/lite/examples/experimental_new_converter/stack_trace_example.py @@ -19,6 +19,7 @@ from __future__ import division from __future__ import print_function import sys + from absl import app import tensorflow as tf # TF2 diff --git a/tensorflow/lite/examples/python/label_image.py b/tensorflow/lite/examples/python/label_image.py index 6c753389831..2ef1aa14fb2 100644 --- a/tensorflow/lite/examples/python/label_image.py +++ b/tensorflow/lite/examples/python/label_image.py @@ -19,6 +19,7 @@ from __future__ import division from __future__ import print_function import argparse + import numpy as np from PIL import Image diff --git a/tensorflow/lite/experimental/examples/lstm/bidirectional_sequence_lstm_test.py b/tensorflow/lite/experimental/examples/lstm/bidirectional_sequence_lstm_test.py index d4b5e2b663a..6d9d1236821 100644 --- a/tensorflow/lite/experimental/examples/lstm/bidirectional_sequence_lstm_test.py +++ b/tensorflow/lite/experimental/examples/lstm/bidirectional_sequence_lstm_test.py @@ -17,6 +17,7 @@ from __future__ import absolute_import from __future__ import division from __future__ import print_function import tempfile + import numpy as np from six.moves import range import tensorflow as tf diff --git a/tensorflow/lite/experimental/examples/lstm/bidirectional_sequence_rnn_test.py b/tensorflow/lite/experimental/examples/lstm/bidirectional_sequence_rnn_test.py index b90d4d52b29..49b0b8c85f2 100644 --- a/tensorflow/lite/experimental/examples/lstm/bidirectional_sequence_rnn_test.py +++ b/tensorflow/lite/experimental/examples/lstm/bidirectional_sequence_rnn_test.py @@ -17,6 +17,7 @@ from __future__ import absolute_import from __future__ import division from __future__ import print_function import tempfile + import numpy as np from six.moves import range import tensorflow as tf diff --git a/tensorflow/lite/experimental/examples/lstm/unidirectional_sequence_lstm_test.py b/tensorflow/lite/experimental/examples/lstm/unidirectional_sequence_lstm_test.py index ba936a4e8cd..f27086a4b6d 100644 --- a/tensorflow/lite/experimental/examples/lstm/unidirectional_sequence_lstm_test.py +++ b/tensorflow/lite/experimental/examples/lstm/unidirectional_sequence_lstm_test.py @@ -17,6 +17,7 @@ from __future__ import absolute_import from __future__ import division from __future__ import print_function import tempfile + import numpy as np from six.moves import range import tensorflow as tf diff --git a/tensorflow/lite/experimental/examples/lstm/unidirectional_sequence_rnn_test.py b/tensorflow/lite/experimental/examples/lstm/unidirectional_sequence_rnn_test.py index 49c3d5e7757..bb1619194c9 100644 --- a/tensorflow/lite/experimental/examples/lstm/unidirectional_sequence_rnn_test.py +++ b/tensorflow/lite/experimental/examples/lstm/unidirectional_sequence_rnn_test.py @@ -17,6 +17,7 @@ from __future__ import absolute_import from __future__ import division from __future__ import print_function import tempfile + import numpy as np from six.moves import range import tensorflow as tf diff --git a/tensorflow/lite/micro/examples/magic_wand/train/data_augmentation.py b/tensorflow/lite/micro/examples/magic_wand/train/data_augmentation.py index 45700b9e4a8..8d30fa19404 100644 --- a/tensorflow/lite/micro/examples/magic_wand/train/data_augmentation.py +++ b/tensorflow/lite/micro/examples/magic_wand/train/data_augmentation.py @@ -22,6 +22,7 @@ from __future__ import division from __future__ import print_function import random + import numpy as np diff --git a/tensorflow/lite/micro/examples/magic_wand/train/data_load.py b/tensorflow/lite/micro/examples/magic_wand/train/data_load.py index 321b9c7ea0a..ceb24a7712a 100644 --- a/tensorflow/lite/micro/examples/magic_wand/train/data_load.py +++ b/tensorflow/lite/micro/examples/magic_wand/train/data_load.py @@ -22,6 +22,7 @@ from __future__ import division from __future__ import print_function import json + import numpy as np import tensorflow as tf diff --git a/tensorflow/lite/micro/examples/magic_wand/train/train.py b/tensorflow/lite/micro/examples/magic_wand/train/train.py index 0f17f33a0dd..6ccaa8ca5c0 100644 --- a/tensorflow/lite/micro/examples/magic_wand/train/train.py +++ b/tensorflow/lite/micro/examples/magic_wand/train/train.py @@ -26,6 +26,7 @@ import argparse import datetime import os from data_load import DataLoader + import numpy as np import tensorflow as tf diff --git a/tensorflow/lite/micro/examples/magic_wand/train/train_test.py b/tensorflow/lite/micro/examples/magic_wand/train/train_test.py index 18467abeae3..4790eb281e3 100644 --- a/tensorflow/lite/micro/examples/magic_wand/train/train_test.py +++ b/tensorflow/lite/micro/examples/magic_wand/train/train_test.py @@ -21,6 +21,7 @@ from __future__ import division from __future__ import print_function import unittest + import numpy as np import tensorflow as tf from train import build_cnn diff --git a/tensorflow/lite/micro/examples/micro_speech/CMSIS/create_constants.py b/tensorflow/lite/micro/examples/micro_speech/CMSIS/create_constants.py index 6d0b4e2b2fe..7d14dc60f96 100755 --- a/tensorflow/lite/micro/examples/micro_speech/CMSIS/create_constants.py +++ b/tensorflow/lite/micro/examples/micro_speech/CMSIS/create_constants.py @@ -19,6 +19,7 @@ from __future__ import division from __future__ import print_function # import soundfile as sf + import numpy as np diff --git a/tensorflow/lite/micro/examples/micro_speech/apollo3/captured_data_to_wav.py b/tensorflow/lite/micro/examples/micro_speech/apollo3/captured_data_to_wav.py index 52604f5f2fe..c9ba8fdb347 100644 --- a/tensorflow/lite/micro/examples/micro_speech/apollo3/captured_data_to_wav.py +++ b/tensorflow/lite/micro/examples/micro_speech/apollo3/captured_data_to_wav.py @@ -20,6 +20,7 @@ from __future__ import print_function import struct # import matplotlib.pyplot as plt + import numpy as np import soundfile as sf diff --git a/tensorflow/lite/micro/examples/micro_speech/apollo3/compare_1k.py b/tensorflow/lite/micro/examples/micro_speech/apollo3/compare_1k.py index fab178b3176..b0a0cd52447 100644 --- a/tensorflow/lite/micro/examples/micro_speech/apollo3/compare_1k.py +++ b/tensorflow/lite/micro/examples/micro_speech/apollo3/compare_1k.py @@ -20,6 +20,7 @@ from __future__ import print_function import struct import matplotlib.pyplot as plt + import numpy as np # import soundfile as sf diff --git a/tensorflow/lite/micro/examples/person_detection/utils/raw_to_bitmap.py b/tensorflow/lite/micro/examples/person_detection/utils/raw_to_bitmap.py index 6658c60e69d..4ebb8490409 100644 --- a/tensorflow/lite/micro/examples/person_detection/utils/raw_to_bitmap.py +++ b/tensorflow/lite/micro/examples/person_detection/utils/raw_to_bitmap.py @@ -36,6 +36,7 @@ import argparse import os import os.path import re + import numpy as np _DICT_RESOLUTIONS = { diff --git a/tensorflow/lite/micro/tools/make/fix_arduino_subfolders.py b/tensorflow/lite/micro/tools/make/fix_arduino_subfolders.py index 246504968a9..a68267ca5f9 100755 --- a/tensorflow/lite/micro/tools/make/fix_arduino_subfolders.py +++ b/tensorflow/lite/micro/tools/make/fix_arduino_subfolders.py @@ -22,6 +22,7 @@ from __future__ import print_function import argparse import glob import os + import six diff --git a/tensorflow/lite/micro/tools/make/generate_keil_project.py b/tensorflow/lite/micro/tools/make/generate_keil_project.py index 5af4b4e87a2..5a9950cfd96 100644 --- a/tensorflow/lite/micro/tools/make/generate_keil_project.py +++ b/tensorflow/lite/micro/tools/make/generate_keil_project.py @@ -22,6 +22,7 @@ from __future__ import print_function import argparse import os.path import re + import six diff --git a/tensorflow/lite/micro/tools/make/transform_arduino_source.py b/tensorflow/lite/micro/tools/make/transform_arduino_source.py index e6b026520de..c5c74b7a131 100644 --- a/tensorflow/lite/micro/tools/make/transform_arduino_source.py +++ b/tensorflow/lite/micro/tools/make/transform_arduino_source.py @@ -22,6 +22,7 @@ from __future__ import print_function import argparse import re import sys + import six diff --git a/tensorflow/lite/micro/tools/make/transform_source.py b/tensorflow/lite/micro/tools/make/transform_source.py index f7eaaa08c58..7957476121e 100644 --- a/tensorflow/lite/micro/tools/make/transform_source.py +++ b/tensorflow/lite/micro/tools/make/transform_source.py @@ -26,6 +26,7 @@ import argparse import os import re import sys + import six diff --git a/tensorflow/lite/python/interpreter_test.py b/tensorflow/lite/python/interpreter_test.py index bfe34591a02..0496fde289a 100644 --- a/tensorflow/lite/python/interpreter_test.py +++ b/tensorflow/lite/python/interpreter_test.py @@ -21,6 +21,7 @@ from __future__ import print_function import ctypes import io import sys + import numpy as np import six diff --git a/tensorflow/lite/python/lite_v2_test.py b/tensorflow/lite/python/lite_v2_test.py index f4a6a4e6d19..1f0156d6524 100644 --- a/tensorflow/lite/python/lite_v2_test.py +++ b/tensorflow/lite/python/lite_v2_test.py @@ -20,6 +20,7 @@ from __future__ import division from __future__ import print_function import os + from absl.testing import parameterized import numpy as np from six.moves import range diff --git a/tensorflow/lite/python/optimize/calibrator_test.py b/tensorflow/lite/python/optimize/calibrator_test.py index 934e441ebad..28e8723f23d 100644 --- a/tensorflow/lite/python/optimize/calibrator_test.py +++ b/tensorflow/lite/python/optimize/calibrator_test.py @@ -18,6 +18,7 @@ from __future__ import absolute_import from __future__ import division from __future__ import print_function + from absl.testing import parameterized import numpy as np from six.moves import range diff --git a/tensorflow/lite/python/tflite_convert_test.py b/tensorflow/lite/python/tflite_convert_test.py index 1b5045256a9..1e80907edbd 100644 --- a/tensorflow/lite/python/tflite_convert_test.py +++ b/tensorflow/lite/python/tflite_convert_test.py @@ -19,6 +19,7 @@ from __future__ import division from __future__ import print_function import os + import numpy as np from tensorflow.lite.python import tflite_convert diff --git a/tensorflow/lite/testing/generate_examples.py b/tensorflow/lite/testing/generate_examples.py index 39a0ca48ae7..fd21d42d2d5 100644 --- a/tensorflow/lite/testing/generate_examples.py +++ b/tensorflow/lite/testing/generate_examples.py @@ -29,7 +29,6 @@ from __future__ import absolute_import from __future__ import division from __future__ import print_function - import tensorflow as tf import argparse import os diff --git a/tensorflow/lite/testing/generate_examples_lib.py b/tensorflow/lite/testing/generate_examples_lib.py index 1d257e1f3c7..c974070b8f9 100644 --- a/tensorflow/lite/testing/generate_examples_lib.py +++ b/tensorflow/lite/testing/generate_examples_lib.py @@ -34,6 +34,7 @@ import datetime import os import re import zipfile + import tensorflow as tf # TODO(aselle): Disable GPU for now diff --git a/tensorflow/lite/testing/model_coverage/model_coverage_lib.py b/tensorflow/lite/testing/model_coverage/model_coverage_lib.py index 6d050eb2791..30d102c4fd9 100644 --- a/tensorflow/lite/testing/model_coverage/model_coverage_lib.py +++ b/tensorflow/lite/testing/model_coverage/model_coverage_lib.py @@ -19,6 +19,7 @@ from __future__ import division from __future__ import print_function import os + import numpy as np from six import PY3 diff --git a/tensorflow/lite/testing/model_coverage/model_coverage_lib_test.py b/tensorflow/lite/testing/model_coverage/model_coverage_lib_test.py index 3414903da67..3f445aa8e98 100644 --- a/tensorflow/lite/testing/model_coverage/model_coverage_lib_test.py +++ b/tensorflow/lite/testing/model_coverage/model_coverage_lib_test.py @@ -20,6 +20,7 @@ from __future__ import print_function import os import tempfile + import numpy as np from tensorflow.lite.python import lite diff --git a/tensorflow/lite/testing/zip_test_utils.py b/tensorflow/lite/testing/zip_test_utils.py index 459b72bae60..3d380ff0385 100644 --- a/tensorflow/lite/testing/zip_test_utils.py +++ b/tensorflow/lite/testing/zip_test_utils.py @@ -25,6 +25,7 @@ import re import string import traceback import zipfile + import numpy as np from six import StringIO diff --git a/tensorflow/lite/tutorials/mnist_tflite.py b/tensorflow/lite/tutorials/mnist_tflite.py index 60df2664dcd..62c5e27da10 100644 --- a/tensorflow/lite/tutorials/mnist_tflite.py +++ b/tensorflow/lite/tutorials/mnist_tflite.py @@ -17,6 +17,7 @@ from __future__ import absolute_import from __future__ import division from __future__ import print_function + import numpy as np import tensorflow as tf # pylint: disable=g-bad-import-order from tensorflow.lite.tutorials import dataset