python_code stringlengths 0 679k | repo_name stringlengths 9 41 | file_path stringlengths 6 149 |
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# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/callbacks/__init__.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/callbacks/model_ema_callback.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/callbacks/base_metric_callback.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/callbacks/auto_class_weighting_callback.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/callbacks/detection_metric_callback.py |
tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/dataset/__init__.py | |
# Copyright 2017 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 applica... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/dataset/label_map_util.py |
# Copyright 2017 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 applica... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/dataset/dataset_util.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/mlops/clearml.py |
# Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
"""Routines for connecting with Weights and Biases client."""
from datetime import datetime
import logging
import os
import wandb
DEFAULT_WANDB_CONFIG = "~/.netrc"
DEFAULT_TAGS = ["tao-toolkit", "training"]
logger = logging.getLogger(__name__)
_WA... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/mlops/wandb.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/mlops/__init__.py |
tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/models/__init__.py | |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/models/backbones.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/model_file_processing.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/tlt_utils.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/export_utils.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/error_calculation.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/file_writing.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/kpi_visualization.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/prediction_visualization.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/__init__.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/serialization_listener.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/test_kpi_visualizer.py |
import os
from keras import backend as K
from keras.layers import Concatenate, Conv2D, Dense, Flatten, Input
from keras.models import Model
from nvidia_tao_tf1.blocks.models import KerasModel
import numpy as np
from nvidia_tao_tf1.cv.common.utilities import tlt_utils
class DummyModel(KerasModel):
"""Dummy mod... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/test_tlt_utils.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/test_error_calculation.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/json_utils.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/test_prediction_visualizer.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/utilities/path_processing.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/entrypoint/__init__.py |
# Copyright (c) 2017-2020, NVIDIA CORPORATION. All rights reserved.
"""TLT command line wrapper to invoke CLI scripts."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import argparse
import importlib
import logging
import os
import pkgutil
import shlex
... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/entrypoint/entrypoint.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/model_parallelism/__init__.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/model_parallelism/parallelize_model.py |
# Copyright 2019-2020 NVIDIA Corporation. All rights reserved.
"""Utility class for performing TensorRT image inference."""
import os
import numpy as np
from PIL import Image, ImageDraw
from tqdm import tqdm
from nvidia_tao_tf1.cv.makenet.utils.preprocess_input import preprocess_input
class Inferencer(object):
... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/inferencer/inferencer.py |
tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/inferencer/__init__.py | |
# Copyright 2019-2020 NVIDIA Corporation. All rights reserved.
"""Helper functions for loading engine."""
import numpy as np
import pycuda.autoinit # noqa pylint: disable=unused-import
import pycuda.driver as cuda
import tensorrt as trt
class HostDeviceMem(object):
"""Simple helper data class that's a little ni... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/inferencer/engine.py |
# Copyright 2019-2020 NVIDIA Corporation. All rights reserved.
"""Utility class for performing TensorRT image inference."""
import numpy as np
import tensorrt as trt
from nvidia_tao_tf1.cv.common.inferencer.engine import allocate_buffers, do_inference, load_engine
# TensorRT logger singleton
TRT_LOGGER = trt.Logger... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/inferencer/trt_inferencer.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/telemetry/nvml_utils.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/telemetry/__init__.py |
# Copyright (c) 2017-2020, NVIDIA CORPORATION. All rights reserved.
"""Utilties to send data to the TAO Toolkit Telemetry Remote Service."""
import json
import logging
import os
import shutil
import subprocess
import sys
import tarfile
import tempfile
import urllib
import requests
import urllib3
from nvidia_tao_tf1... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/telemetry/telemetry.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/export/trt_utils.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/export/keras_exporter.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/export/base_calibrator.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/export/__init__.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/export/base_exporter.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/export/tensorfile.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/export/utils.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/export/task_progress_monitor_hook.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/export/app.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/export/tensorfile_calibrator.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/export/tests/test_export_tools.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/logging/logging.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/logging/__init__.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/visualizer/base_visualizer.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/visualizer/__init__.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/visualizer/tensorboard_visualizer.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/common/visualizer/tests/test_visualizer.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/__init__.py |
tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/losses/__init__.py | |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/losses/focal_loss.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/losses/tests/test_losses.py |
"""RetinaNet entry point."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from maglev_sdk.docker_container.entrypoint import main
if __name__ == '__main__':
main('retinanet', 'nvidia_tao_tf1/cv/retinanet/scripts')
| tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/docker/retinanet.py |
tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/dataio/__init__.py | |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/dataio/kitti_loader.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/dataio/coco_loader.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/dataio/tests/test_coco_dl.py |
tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/layers/__init__.py | |
'''
A custom Keras layer to generate anchor boxes.
Copyright (C) 2019 Pierluigi Ferrari
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 requir... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/layers/anchor_box_layer.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/layers/output_decoder_layer.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/layers/tests/test_output_decoder_layer.py |
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: nvidia_tao_tf1/cv/retinanet/proto/retinanet_config.proto
import sys
_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
from google.protobuf import descriptor as _descriptor
from google.protobuf import message as _message
from ... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/proto/retinanet_config_pb2.py |
tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/proto/__init__.py | |
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: nvidia_tao_tf1/cv/retinanet/proto/experiment.proto
import sys
_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
from google.protobuf import descriptor as _descriptor
from google.protobuf import message as _message
from google... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/proto/experiment_pb2.py |
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: nvidia_tao_tf1/cv/retinanet/proto/eval_config.proto
import sys
_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
from google.protobuf import descriptor as _descriptor
from google.protobuf import message as _message
from googl... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/proto/eval_config_pb2.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/builders/model_builder.py |
tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/builders/__init__.py | |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/builders/input_builder.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/builders/eval_builder.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/builders/data_generator.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/builders/tests/test_model_builder.py |
tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/callbacks/__init__.py | |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/callbacks/retinanet_metric_callback.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/callbacks/enc_model_saver.py |
tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/box_coder/__init__.py | |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/box_coder/input_encoder.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/box_coder/input_encoder_tf.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/box_coder/tests/test_input_encoder.py |
tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/utils/__init__.py | |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/utils/model_io.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/utils/helper.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/utils/spec_loader.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/utils/tests/test_spec_loader.py |
"""IVA RetinaNet Feature Pyramid Generator."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import keras
from keras.layers import Conv2D, ReLU, UpSampling2D
from nvidia_tao_tf1.cv.common.models.backbones import get_backbone
fpn_dict = {'vgg16': ('block... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/models/fpn.py |
tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/models/__init__.py | |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/models/tests/test_fpn.py |
tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/architecture/__init__.py | |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/architecture/retinanet.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/architecture/tests/test_retinanet.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/scripts/__init__.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/scripts/export.py |
# Copyright (c) 2023, NVIDIA CORPORATION. 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 appli... | tao_tensorflow1_backend-main | nvidia_tao_tf1/cv/retinanet/scripts/dataset_convert.py |
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