From 93617ce91ec3bdc39076c161e34fda25116c3d44 Mon Sep 17 00:00:00 2001 From: zx <2597798649@qq.com> Date: Thu, 16 Dec 2021 11:38:55 +0800 Subject: [PATCH] [feat][assistant][I3J6VO] add new data operator KITTI --- .../ccsrc/minddata/dataset/api/datasets.cc | 22 ++ .../engine/ir/datasetops/source/bindings.cc | 13 + .../engine/datasetops/source/CMakeLists.txt | 1 + .../engine/datasetops/source/kitti_op.cc | 319 ++++++++++++++++ .../engine/datasetops/source/kitti_op.h | 127 +++++++ .../engine/ir/datasetops/dataset_node.h | 1 + .../ir/datasetops/source/CMakeLists.txt | 1 + .../engine/ir/datasetops/source/kitti_node.cc | 146 ++++++++ .../engine/ir/datasetops/source/kitti_node.h | 104 ++++++ .../dataset/include/dataset/datasets.h | 99 +++++ .../dataset/include/dataset/samplers.h | 1 + .../mindspore/dataset/engine/__init__.py | 1 + .../dataset/engine/datasets_vision.py | 148 +++++++- .../mindspore/dataset/engine/validators.py | 29 ++ tests/ut/cpp/dataset/CMakeLists.txt | 1 + .../cpp/dataset/c_api_dataset_kitti_test.cc | 249 +++++++++++++ .../testing/image_2/000000.png | Bin 0 -> 159109 bytes .../testing/image_2/000001.png | Bin 0 -> 54214 bytes .../testing/image_2/000002.png | Bin 0 -> 176455 bytes .../training/image_2/000000.png | Bin 0 -> 159109 bytes .../training/image_2/000001.png | Bin 0 -> 176455 bytes .../training/image_2/000002.png | Bin 0 -> 54214 bytes .../training/label_2/000000.txt | 6 + .../training/label_2/000001.txt | 3 + .../training/label_2/000002.txt | 7 + .../ut/python/dataset/test_datasets_kitti.py | 348 ++++++++++++++++++ 26 files changed, 1625 insertions(+), 1 deletion(-) create mode 100644 mindspore/ccsrc/minddata/dataset/engine/datasetops/source/kitti_op.cc create mode 100644 mindspore/ccsrc/minddata/dataset/engine/datasetops/source/kitti_op.h create mode 100644 mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/kitti_node.cc create mode 100644 mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/kitti_node.h create mode 100644 tests/ut/cpp/dataset/c_api_dataset_kitti_test.cc create mode 100644 tests/ut/data/dataset/testKITTI/data_object_image_2/testing/image_2/000000.png create mode 100644 tests/ut/data/dataset/testKITTI/data_object_image_2/testing/image_2/000001.png create mode 100644 tests/ut/data/dataset/testKITTI/data_object_image_2/testing/image_2/000002.png create mode 100755 tests/ut/data/dataset/testKITTI/data_object_image_2/training/image_2/000000.png create mode 100644 tests/ut/data/dataset/testKITTI/data_object_image_2/training/image_2/000001.png create mode 100644 tests/ut/data/dataset/testKITTI/data_object_image_2/training/image_2/000002.png create mode 100755 tests/ut/data/dataset/testKITTI/data_object_label_2/training/label_2/000000.txt create mode 100644 tests/ut/data/dataset/testKITTI/data_object_label_2/training/label_2/000001.txt create mode 100644 tests/ut/data/dataset/testKITTI/data_object_label_2/training/label_2/000002.txt create mode 100644 tests/ut/python/dataset/test_datasets_kitti.py diff --git a/mindspore/ccsrc/minddata/dataset/api/datasets.cc b/mindspore/ccsrc/minddata/dataset/api/datasets.cc index 800c2b3102d..4de72189559 100644 --- a/mindspore/ccsrc/minddata/dataset/api/datasets.cc +++ b/mindspore/ccsrc/minddata/dataset/api/datasets.cc @@ -98,6 +98,7 @@ #include "minddata/dataset/engine/ir/datasetops/source/imdb_node.h" #include "minddata/dataset/engine/ir/datasetops/source/iwslt2016_node.h" #include "minddata/dataset/engine/ir/datasetops/source/iwslt2017_node.h" +#include "minddata/dataset/engine/ir/datasetops/source/kitti_node.h" #include "minddata/dataset/engine/ir/datasetops/source/kmnist_node.h" #include "minddata/dataset/engine/ir/datasetops/source/lfw_node.h" #include "minddata/dataset/engine/ir/datasetops/source/libri_tts_node.h" @@ -1375,6 +1376,27 @@ IWSLT2017Dataset::IWSLT2017Dataset(const std::vector &dataset_dir, const s ir_node_ = std::static_pointer_cast(ds); } +KITTIDataset::KITTIDataset(const std::vector &dataset_dir, const std::vector &usage, bool decode, + const std::shared_ptr &sampler, const std::shared_ptr &cache) { + auto sampler_obj = sampler ? sampler->Parse() : nullptr; + auto ds = std::make_shared(CharToString(dataset_dir), CharToString(usage), decode, sampler_obj, cache); + ir_node_ = std::static_pointer_cast(ds); +} + +KITTIDataset::KITTIDataset(const std::vector &dataset_dir, const std::vector &usage, bool decode, + const Sampler *sampler, const std::shared_ptr &cache) { + auto sampler_obj = sampler ? sampler->Parse() : nullptr; + auto ds = std::make_shared(CharToString(dataset_dir), CharToString(usage), decode, sampler_obj, cache); + ir_node_ = std::static_pointer_cast(ds); +} + +KITTIDataset::KITTIDataset(const std::vector &dataset_dir, const std::vector &usage, bool decode, + const std::reference_wrapper &sampler, const std::shared_ptr &cache) { + auto sampler_obj = sampler.get().Parse(); + auto ds = std::make_shared(CharToString(dataset_dir), CharToString(usage), decode, sampler_obj, cache); + ir_node_ = std::static_pointer_cast(ds); +} + KMnistDataset::KMnistDataset(const std::vector &dataset_dir, const std::vector &usage, const std::shared_ptr &sampler, const std::shared_ptr &cache) { auto sampler_obj = sampler ? sampler->Parse() : nullptr; diff --git a/mindspore/ccsrc/minddata/dataset/api/python/bindings/dataset/engine/ir/datasetops/source/bindings.cc b/mindspore/ccsrc/minddata/dataset/api/python/bindings/dataset/engine/ir/datasetops/source/bindings.cc index e7be4f40aee..ca6985eb668 100644 --- a/mindspore/ccsrc/minddata/dataset/api/python/bindings/dataset/engine/ir/datasetops/source/bindings.cc +++ b/mindspore/ccsrc/minddata/dataset/api/python/bindings/dataset/engine/ir/datasetops/source/bindings.cc @@ -69,6 +69,7 @@ // IR leaf nodes disabled for android #ifndef ENABLE_ANDROID +#include "minddata/dataset/engine/ir/datasetops/source/kitti_node.h" #include "minddata/dataset/engine/ir/datasetops/source/lj_speech_node.h" #include "minddata/dataset/engine/ir/datasetops/source/lsun_node.h" #include "minddata/dataset/engine/ir/datasetops/source/manifest_node.h" @@ -408,6 +409,18 @@ PYBIND_REGISTER(IWSLT2017Node, 2, ([](const py::module *m) { })); })); +PYBIND_REGISTER(KITTINode, 2, ([](const py::module *m) { + (void)py::class_>(*m, "KITTINode", + "to create a KITTINode") + .def(py::init([](const std::string &dataset_dir, const std::string &usage, bool decode, + const py::handle &sampler) { + std::shared_ptr kitti = + std::make_shared(dataset_dir, usage, decode, toSamplerObj(sampler), nullptr); + THROW_IF_ERROR(kitti->ValidateParams()); + return kitti; + })); + })); + PYBIND_REGISTER(KMnistNode, 2, ([](const py::module *m) { (void)py::class_>(*m, "KMnistNode", "to create a KMnistNode") diff --git a/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/CMakeLists.txt b/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/CMakeLists.txt index 7a05cb7423a..183fdb67ba1 100644 --- a/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/CMakeLists.txt +++ b/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/CMakeLists.txt @@ -27,6 +27,7 @@ set(DATASET_ENGINE_DATASETOPS_SOURCE_SRC_FILES imdb_op.cc iwslt_op.cc io_block.cc + kitti_op.cc kmnist_op.cc lfw_op.cc libri_tts_op.cc diff --git a/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/kitti_op.cc b/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/kitti_op.cc new file mode 100644 index 00000000000..0e21c3e6336 --- /dev/null +++ b/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/kitti_op.cc @@ -0,0 +1,319 @@ +/** + * Copyright 2021 Huawei Technologies Co., Ltd + * + * 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 applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#include "minddata/dataset/engine/datasetops/source/kitti_op.h" + +#include +#include +#include + +#include "debug/common.h" +#include "minddata/dataset/core/config_manager.h" +#include "minddata/dataset/core/tensor_shape.h" +#include "minddata/dataset/engine/datasetops/source/sampler/sequential_sampler.h" +#include "minddata/dataset/engine/execution_tree.h" +#include "utils/file_utils.h" +#include "utils/ms_utils.h" + +namespace mindspore { +namespace dataset { +constexpr int kLabelNameIndex = 0; +constexpr int kTruncatedIndex = 1; +constexpr int kOccludedIndex = 2; +constexpr int kAlphaIndex = 3; +constexpr int kXMinIndex = 4; +constexpr int kYMinIndex = 5; +constexpr int kXMaxIndex = 6; +constexpr int kYMaxIndex = 7; +constexpr int kFirstDimensionIndex = 8; +constexpr int kSecondDimensionIndex = 9; +constexpr int kThirdDimensionIndex = 10; +constexpr int kFirstLocationIndex = 11; +constexpr int kSecondLocationIndex = 12; +constexpr int kThirdLocationIndex = 13; +constexpr int kRotationYIndex = 14; +constexpr int kTotalParamNums = 14; +const char kImagesFolder[] = "data_object_image_2"; +const char kAnnotationsFolder[] = "data_object_label_2"; +const char kImageExtension[] = ".png"; +const char kAnnotationExtension[] = ".txt"; +const int32_t kKittiFileNameLength = 6; + +KITTIOp::KITTIOp(const std::string &dataset_dir, const std::string &usage, int32_t num_workers, int32_t queue_size, + bool decode, std::unique_ptr data_schema, const std::shared_ptr &sampler) + : MappableLeafOp(num_workers, queue_size, std::move(sampler)), + decode_(decode), + usage_(usage), + folder_path_(dataset_dir), + data_schema_(std::move(data_schema)) {} + +void KITTIOp::Print(std::ostream &out, bool show_all) const { + if (!show_all) { + // Call the super class for displaying any common 1-liner info. + ParallelOp::Print(out, show_all); + // Then show any custom derived-internal 1-liner info for this op. + out << "\n"; + } else { + // Call the super class for displaying any common detailed info. + ParallelOp::Print(out, show_all); + // Then show any custom derived-internal stuff. + out << "\nNumber of rows: " << num_rows_ << "\nKITTI directory: " << folder_path_ + << "\nDecode: " << (decode_ ? "yes" : "no") << "\n\n"; + } +} + +Status KITTIOp::LoadTensorRow(row_id_type row_id, TensorRow *trow) { + RETURN_UNEXPECTED_IF_NULL(trow); + std::string image_id = image_ids_[row_id]; + std::shared_ptr image; + auto realpath = FileUtils::GetRealPath(folder_path_.c_str()); + if (!realpath.has_value()) { + MS_LOG(ERROR) << "Invalid file path, KITTI Dataset dir: " << folder_path_ << " does not exist."; + RETURN_STATUS_UNEXPECTED("Invalid file path, KITTI Dataset dir: " + folder_path_ + " does not exist."); + } + Path path(realpath.value()); + if (usage_ == "train") { + TensorRow annotation; + Path kImageFile = path / kImagesFolder / "training" / "image_2" / (image_id + kImageExtension); + Path kAnnotationFile = path / kAnnotationsFolder / "training" / "label_2" / (image_id + kAnnotationExtension); + RETURN_IF_NOT_OK(ReadImageToTensor(kImageFile.ToString(), data_schema_->Column(0), &image)); + RETURN_IF_NOT_OK(ReadAnnotationToTensor(kAnnotationFile.ToString(), &annotation)); + trow->setId(row_id); + trow->setPath({kImageFile.ToString(), kAnnotationFile.ToString(), kAnnotationFile.ToString(), + kAnnotationFile.ToString(), kAnnotationFile.ToString(), kAnnotationFile.ToString(), + kAnnotationFile.ToString(), kAnnotationFile.ToString(), kAnnotationFile.ToString()}); + trow->push_back(std::move(image)); + trow->insert(trow->end(), annotation.begin(), annotation.end()); + } else if (usage_ == "test") { + Path kImageFile = path / kImagesFolder / "testing" / "image_2" / (image_id + kImageExtension); + RETURN_IF_NOT_OK(ReadImageToTensor(kImageFile.ToString(), data_schema_->Column(0), &image)); + trow->setId(row_id); + trow->setPath({kImageFile.ToString()}); + trow->push_back(std::move(image)); + } + return Status::OK(); +} + +Status KITTIOp::ParseImageIds() { + if (!image_ids_.empty()) { + return Status::OK(); + } + auto folder_realpath = FileUtils::GetRealPath(folder_path_.c_str()); + if (!folder_realpath.has_value()) { + MS_LOG(ERROR) << "Invalid file path, KITTI Dataset dir: " << folder_path_ << " does not exist."; + RETURN_STATUS_UNEXPECTED("Invalid file path, KITTI Dataset dir: " + folder_path_ + " does not exist."); + } + Path path(folder_realpath.value()); + Path image_sets_file(""); + if (usage_ == "train") { + image_sets_file = path / kImagesFolder / "training" / "image_2"; + } else if (usage_ == "test") { + image_sets_file = path / kImagesFolder / "testing" / "image_2"; + } + std::shared_ptr dirItr = Path::DirIterator::OpenDirectory(&image_sets_file); + CHECK_FAIL_RETURN_UNEXPECTED(dirItr != nullptr, "Invalid path, failed to open KITTI image dir: " + + image_sets_file.ToString() + ", permission denied."); + int32_t total_image_size = 0; + while (dirItr->HasNext()) { + total_image_size++; + } + std::string format_id; + for (int32_t i = 0; i < total_image_size; ++i) { + format_id = ""; + std::string id = std::to_string(i); + for (int32_t j = 0; j < kKittiFileNameLength - id.size(); ++j) { + format_id = format_id + std::string("0"); + } + image_ids_.push_back(format_id + id); + } + image_ids_.shrink_to_fit(); + num_rows_ = image_ids_.size(); + return Status::OK(); +} + +Status KITTIOp::ParseAnnotationIds() { + std::vector new_image_ids; + auto realpath = FileUtils::GetRealPath(folder_path_.c_str()); + if (!realpath.has_value()) { + MS_LOG(ERROR) << "Invalid file path, KITTI Dataset dir: " << folder_path_ << " does not exist."; + RETURN_STATUS_UNEXPECTED("Invalid file path, KITTI Dataset dir: " + folder_path_ + " does not exist."); + } + Path path(realpath.value()); + for (auto id : image_ids_) { + Path kAnnotationName = path / kAnnotationsFolder / "training" / "label_2" / (id + kAnnotationExtension); + RETURN_IF_NOT_OK(ParseAnnotationBbox(kAnnotationName.ToString())); + if (annotation_map_.find(kAnnotationName.ToString()) != annotation_map_.end()) { + new_image_ids.push_back(id); + } + } + if (image_ids_.size() != new_image_ids.size()) { + image_ids_.clear(); + image_ids_.insert(image_ids_.end(), new_image_ids.begin(), new_image_ids.end()); + } + uint32_t count = 0; + for (auto &label : label_index_) { + label.second = count++; + } + num_rows_ = image_ids_.size(); + if (num_rows_ == 0) { + RETURN_STATUS_UNEXPECTED( + "Invalid data, no valid data matching the dataset API KITTIDataset. Please check file path or dataset API."); + } + return Status::OK(); +} + +Status KITTIOp::ParseAnnotationBbox(const std::string &path) { + CHECK_FAIL_RETURN_UNEXPECTED(Path(path).Exists(), "Invalid path, " + path + " does not exist."); + Annotation annotation; + std::ifstream in_file; + in_file.open(path); + if (in_file.fail()) { + RETURN_STATUS_UNEXPECTED("Invalid file, failed to open file: " + path); + } + std::string anno; + while (getline(in_file, anno)) { + std::string label_name; + std::string line_result; + std::vector vector_string; + float truncated = 0.0, occluded = 0.0, alpha = 0.0, xmin = 0.0, ymin = 0.0, xmax = 0.0, ymax = 0.0, + first_dimension = 0.0, second_dimension = 0.0, third_dimension = 0.0, first_location = 0.0, + second_location = 0.0, third_location = 0.0, rotation_y = 0.0; + std::stringstream line(anno); + while (line >> line_result) { + vector_string.push_back(line_result); + } + label_name = vector_string[kLabelNameIndex]; + truncated = std::atof(vector_string[kTruncatedIndex].c_str()); + occluded = std::atof(vector_string[kOccludedIndex].c_str()); + alpha = std::atof(vector_string[kAlphaIndex].c_str()); + xmin = std::atof(vector_string[kXMinIndex].c_str()); + ymin = std::atof(vector_string[kYMinIndex].c_str()); + xmax = std::atof(vector_string[kXMaxIndex].c_str()); + ymax = std::atof(vector_string[kYMaxIndex].c_str()); + first_dimension = std::atof(vector_string[kFirstDimensionIndex].c_str()); + second_dimension = std::atof(vector_string[kSecondDimensionIndex].c_str()); + third_dimension = std::atof(vector_string[kThirdDimensionIndex].c_str()); + first_location = std::atof(vector_string[kFirstLocationIndex].c_str()); + second_location = std::atof(vector_string[kSecondLocationIndex].c_str()); + third_location = std::atof(vector_string[kThirdLocationIndex].c_str()); + rotation_y = std::atof(vector_string[kRotationYIndex].c_str()); + if (label_name != "" || (xmin > 0 && ymin > 0 && xmax > xmin && ymax > ymin)) { + std::vector bbox_list = {truncated, + occluded, + alpha, + xmin, + ymin, + xmax, + ymax, + first_dimension, + second_dimension, + third_dimension, + first_location, + second_location, + third_location, + rotation_y}; + annotation.emplace_back(std::make_pair(label_name, bbox_list)); + label_index_[label_name] = 0; + } + } + in_file.close(); + if (annotation.size() > 0) { + annotation_map_[path] = annotation; + } + return Status::OK(); +} + +Status KITTIOp::PrepareData() { + RETURN_IF_NOT_OK(this->ParseImageIds()); + if (usage_ == "train") { + RETURN_IF_NOT_OK(this->ParseAnnotationIds()); + } + return Status::OK(); +} + +Status KITTIOp::ReadImageToTensor(const std::string &path, const ColDescriptor &col, std::shared_ptr *tensor) { + RETURN_UNEXPECTED_IF_NULL(tensor); + RETURN_IF_NOT_OK(Tensor::CreateFromFile(path, tensor)); + if (decode_) { + Status rc = Decode(*tensor, tensor); + if (rc.IsError()) { + RETURN_STATUS_UNEXPECTED("Invalid data, failed to decode image: " + path); + } + } + return Status::OK(); +} + +Status KITTIOp::ReadAnnotationToTensor(const std::string &path, TensorRow *row) { + RETURN_UNEXPECTED_IF_NULL(row); + Annotation annotation = annotation_map_[path]; + std::shared_ptr bbox, alpha, dimensions, location, occuluded, rotation_y, truncated, label; + std::vector bbox_data, alpha_data, dimensions_data, location_data, rotation_y_data, truncated_data; + std::vector occuluded_data; + std::vector label_data; + dsize_t bbox_num = 0; + for (auto item : annotation) { + if (label_index_.find(item.first) != label_index_.end()) { + label_data.push_back(static_cast(label_index_[item.first])); + CHECK_FAIL_RETURN_UNEXPECTED(item.second.size() == kTotalParamNums, + "Invalid file, the format of the annotation file is not as expected, got " + + std::to_string(item.second.size()) + " parameters."); + + std::vector tmp_bbox = {(item.second)[3], (item.second)[4], (item.second)[5], (item.second)[6]}; + std::vector tmp_dimensions = {(item.second)[7], (item.second)[8], (item.second)[9]}; + std::vector tmp_location = {(item.second)[10], (item.second)[11], (item.second)[12]}; + bbox_data.insert(bbox_data.end(), tmp_bbox.begin(), tmp_bbox.end()); + dimensions_data.insert(dimensions_data.end(), tmp_dimensions.begin(), tmp_dimensions.end()); + location_data.insert(location_data.end(), tmp_location.begin(), tmp_location.end()); + alpha_data.push_back(static_cast((item.second)[kAlphaIndex])); + truncated_data.push_back(static_cast((item.second)[0])); + occuluded_data.push_back(static_cast(int64_t((item.second)[1]))); + rotation_y_data.push_back(static_cast((item.second)[kRotationYIndex])); + bbox_num++; + } + } + RETURN_IF_NOT_OK(Tensor::CreateFromVector(label_data, TensorShape({bbox_num, 1}), &label)); + RETURN_IF_NOT_OK(Tensor::CreateFromVector(truncated_data, TensorShape({bbox_num, 1}), &truncated)); + RETURN_IF_NOT_OK(Tensor::CreateFromVector(occuluded_data, TensorShape({bbox_num, 1}), &occuluded)); + RETURN_IF_NOT_OK(Tensor::CreateFromVector(alpha_data, TensorShape({bbox_num, 1}), &alpha)); + RETURN_IF_NOT_OK(Tensor::CreateFromVector(bbox_data, TensorShape({bbox_num, 4}), &bbox)); + RETURN_IF_NOT_OK(Tensor::CreateFromVector(dimensions_data, TensorShape({bbox_num, 3}), &dimensions)); + RETURN_IF_NOT_OK(Tensor::CreateFromVector(location_data, TensorShape({bbox_num, 3}), &location)); + RETURN_IF_NOT_OK(Tensor::CreateFromVector(rotation_y_data, TensorShape({bbox_num, 1}), &rotation_y)); + (*row) = TensorRow({std::move(label), std::move(truncated), std::move(occuluded), std::move(alpha), std::move(bbox), + std::move(dimensions), std::move(location), std::move(rotation_y)}); + return Status::OK(); +} + +Status KITTIOp::CountTotalRows(int64_t *count) { + RETURN_UNEXPECTED_IF_NULL(count); + RETURN_IF_NOT_OK(PrepareData()); + *count = static_cast(image_ids_.size()); + return Status::OK(); +} + +Status KITTIOp::ComputeColMap() { + // Set the column name map (base class field). + if (column_name_id_map_.empty()) { + for (int32_t i = 0; i < data_schema_->NumColumns(); ++i) { + column_name_id_map_[data_schema_->Column(i).Name()] = i; + } + } else { + MS_LOG(WARNING) << "Column name map is already set!"; + } + return Status::OK(); +} +} // namespace dataset +} // namespace mindspore diff --git a/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/kitti_op.h b/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/kitti_op.h new file mode 100644 index 00000000000..44a556a9fb6 --- /dev/null +++ b/mindspore/ccsrc/minddata/dataset/engine/datasetops/source/kitti_op.h @@ -0,0 +1,127 @@ +/** + * Copyright 2021 Huawei Technologies Co., Ltd + * + * 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 applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +#ifndef MINDSPORE_CCSRC_MINDDATA_DATASET_ENGINE_DATASETOPS_SOURCE_KITTI_OP_H_ +#define MINDSPORE_CCSRC_MINDDATA_DATASET_ENGINE_DATASETOPS_SOURCE_KITTI_OP_H_ + +#include +#include +#include +#include +#include + +#include "minddata/dataset/core/tensor.h" +#include "minddata/dataset/engine/data_schema.h" +#include "minddata/dataset/engine/datasetops/parallel_op.h" +#include "minddata/dataset/engine/datasetops/source/mappable_leaf_op.h" +#include "minddata/dataset/engine/datasetops/source/sampler/sampler.h" +#include "minddata/dataset/kernels/image/image_utils.h" +#include "minddata/dataset/util/path.h" +#include "minddata/dataset/util/queue.h" +#include "minddata/dataset/util/status.h" +#include "minddata/dataset/util/wait_post.h" + +namespace mindspore { +namespace dataset { +// Forward declares +template +class Queue; + +using Annotation = std::vector>>; + +/// \class KITTIOp +/// \brief A source dataset for reading and parsing KITTI dataset. +class KITTIOp : public MappableLeafOp { + public: + // Constructor + // @param std::string dataset_dir - dir directory of KITTI. + // @param std::string usage - split of KITTI. + // @param int32_t num_workers - number of workers reading images in parallel. + // @param int32_t queue_size - connector queue size. + // @param bool decode - whether to decode images. + // @param std::unique_ptr data_schema - the schema of the KITTI dataset. + // @param std::shared_ptr sampler - sampler tells KITTIOp what to read. + KITTIOp(const std::string &dataset_dir, const std::string &usage, int32_t num_workers, int32_t queue_size, + bool decode, std::unique_ptr data_schema, const std::shared_ptr &sampler); + + // Destructor. + ~KITTIOp() = default; + + // A print method typically used for debugging. + // @param out - The output stream to write output to. + // @param show_all - A bool to control if you want to show all info or just a summary. + void Print(std::ostream &out, bool show_all) const override; + + // Function to count the number of samples in the KITTIDataset. + // @param int64_t *count - output rows number of KITTIDataset. + Status CountTotalRows(int64_t *count); + + // Op name getter. + // @return Name of the current Op. + std::string Name() const override { return "KITTIOp"; } + + private: + // Load a tensor row according to image id. + // @param row_id_type row_id - id for this tensor row. + // @param TensorRow *row - image & target read into this tensor row. + // @return Status The status code returned. + Status LoadTensorRow(row_id_type row_id, TensorRow *row) override; + + // Load an image to Tensor. + // @param const std::string &path - path to the image file. + // @param const ColDescriptor &col - contains tensor implementation and datatype. + // @param std::shared_ptr *tensor - return image tensor. + // @return Status The status code returned. + Status ReadImageToTensor(const std::string &path, const ColDescriptor &col, std::shared_ptr *tensor); + + // Load an annotation to Tensor. + // @param const std::string &path - path to the image file. + // @param TensorRow *row - return annotation tensor. + // @return Status The status code returned. + Status ReadAnnotationToTensor(const std::string &path, TensorRow *row); + + // Read image list from ImageSets. + // @return Status The status code returned. + Status ParseImageIds(); + + // Read annotation from Annotation folder. + // @return Status The status code returned. + Status ParseAnnotationIds(); + + // Function to parse annotation bbox. + // @param const std::string &path - path to annotation xml. + // @return Status The status code returned. + Status ParseAnnotationBbox(const std::string &path); + + // Private function for computing the assignment of the column name map. + // @return Status The status code returned. + Status ComputeColMap() override; + + protected: + Status PrepareData() override; + + private: + bool decode_; + int64_t row_cnt_; + std::string folder_path_; + std::string usage_; + std::unique_ptr data_schema_; + std::vector image_ids_; + std::map label_index_; + std::map annotation_map_; +}; +} // namespace dataset +} // namespace mindspore +#endif // MINDSPORE_CCSRC_MINDDATA_DATASET_ENGINE_DATASETOPS_SOURCE_KITTI_OP_H_ diff --git a/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/dataset_node.h b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/dataset_node.h index 0508431a2f5..61c4b89ccbe 100644 --- a/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/dataset_node.h +++ b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/dataset_node.h @@ -102,6 +102,7 @@ constexpr char kImageFolderNode[] = "ImageFolderDataset"; constexpr char kIMDBNode[] = "IMDBDataset"; constexpr char kIWSLT2016Node[] = "IWSLT2016Dataset"; constexpr char kIWSLT2017Node[] = "IWSLT2017Dataset"; +constexpr char kKITTINode[] = "KITTIDataset"; constexpr char kKMnistNode[] = "KMnistDataset"; constexpr char kLFWNode[] = "LFWDataset"; constexpr char kLibriTTSNode[] = "LibriTTSDataset"; diff --git a/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/CMakeLists.txt b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/CMakeLists.txt index 7f0b245f706..5fd81cedc85 100644 --- a/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/CMakeLists.txt +++ b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/CMakeLists.txt @@ -28,6 +28,7 @@ set(DATASET_ENGINE_IR_DATASETOPS_SOURCE_SRC_FILES imdb_node.cc iwslt2016_node.cc iwslt2017_node.cc + kitti_node.cc kmnist_node.cc lfw_node.cc libri_tts_node.cc diff --git a/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/kitti_node.cc b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/kitti_node.cc new file mode 100644 index 00000000000..4be458f2e74 --- /dev/null +++ b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/kitti_node.cc @@ -0,0 +1,146 @@ +/** + * Copyright 2021 Huawei Technologies Co., Ltd + * + * 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 applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#include "minddata/dataset/engine/ir/datasetops/source/kitti_node.h" + +#include +#include +#include +#include +#include + +#include "minddata/dataset/engine/datasetops/source/kitti_op.h" +#include "minddata/dataset/util/status.h" + +namespace mindspore { +namespace dataset { +// Constructor for KITTINode +KITTINode::KITTINode(const std::string &dataset_dir, const std::string &usage, bool decode, + const std::shared_ptr &sampler, const std::shared_ptr &cache = nullptr) + : MappableSourceNode(std::move(cache)), + dataset_dir_(dataset_dir), + usage_(usage), + decode_(decode), + sampler_(sampler) {} + +std::shared_ptr KITTINode::Copy() { + std::shared_ptr sampler = (sampler_ == nullptr) ? nullptr : sampler_->SamplerCopy(); + auto node = std::make_shared(dataset_dir_, usage_, decode_, sampler, cache_); + return node; +} + +void KITTINode::Print(std::ostream &out) const { + out << (Name() + "(cache: " + ((cache_ != nullptr) ? "true" : "false") + ")"); +} + +Status KITTINode::ValidateParams() { + RETURN_IF_NOT_OK(DatasetNode::ValidateParams()); + Path dir(dataset_dir_); + RETURN_IF_NOT_OK(ValidateDatasetDirParam("KITTIDataset", dataset_dir_)); + RETURN_IF_NOT_OK(ValidateDatasetSampler("KITTIDataset", sampler_)); + RETURN_IF_NOT_OK(ValidateStringValue("KITTIDataset", usage_, {"train", "test"})); + return Status::OK(); +} + +// Function to build KITTINode +Status KITTINode::Build(std::vector> *const node_ops) { + RETURN_UNEXPECTED_IF_NULL(node_ops); + auto schema = std::make_unique(); + + RETURN_IF_NOT_OK( + schema->AddColumn(ColDescriptor(std::string("image"), DataType(DataType::DE_UINT8), TensorImpl::kFlexible, 1))); + if (usage_ == "train") { + RETURN_IF_NOT_OK( + schema->AddColumn(ColDescriptor(std::string("label"), DataType(DataType::DE_UINT32), TensorImpl::kFlexible, 1))); + RETURN_IF_NOT_OK(schema->AddColumn( + ColDescriptor(std::string("truncated"), DataType(DataType::DE_FLOAT32), TensorImpl::kFlexible, 1))); + RETURN_IF_NOT_OK(schema->AddColumn( + ColDescriptor(std::string("occluded"), DataType(DataType::DE_UINT32), TensorImpl::kFlexible, 1))); + RETURN_IF_NOT_OK( + schema->AddColumn(ColDescriptor(std::string("alpha"), DataType(DataType::DE_FLOAT32), TensorImpl::kFlexible, 1))); + RETURN_IF_NOT_OK( + schema->AddColumn(ColDescriptor(std::string("bbox"), DataType(DataType::DE_FLOAT32), TensorImpl::kFlexible, 1))); + RETURN_IF_NOT_OK(schema->AddColumn( + ColDescriptor(std::string("dimensions"), DataType(DataType::DE_FLOAT32), TensorImpl::kFlexible, 1))); + RETURN_IF_NOT_OK(schema->AddColumn( + ColDescriptor(std::string("location"), DataType(DataType::DE_FLOAT32), TensorImpl::kFlexible, 1))); + RETURN_IF_NOT_OK(schema->AddColumn( + ColDescriptor(std::string("rotation_y"), DataType(DataType::DE_FLOAT32), TensorImpl::kFlexible, 1))); + } + std::shared_ptr sampler_rt = nullptr; + RETURN_IF_NOT_OK(sampler_->SamplerBuild(&sampler_rt)); + + std::shared_ptr kitti_op; + kitti_op = std::make_shared(dataset_dir_, usage_, num_workers_, connector_que_size_, decode_, + std::move(schema), std::move(sampler_rt)); + kitti_op->SetTotalRepeats(GetTotalRepeats()); + kitti_op->SetNumRepeatsPerEpoch(GetNumRepeatsPerEpoch()); + node_ops->push_back(kitti_op); + return Status::OK(); +} + +// Get the shard id of node +Status KITTINode::GetShardId(int32_t *shard_id) { + RETURN_UNEXPECTED_IF_NULL(shard_id); + *shard_id = sampler_->ShardId(); + + return Status::OK(); +} + +// Get Dataset size +Status KITTINode::GetDatasetSize(const std::shared_ptr &size_getter, bool estimate, + int64_t *dataset_size) { + RETURN_UNEXPECTED_IF_NULL(dataset_size); + if (dataset_size_ > 0) { + *dataset_size = dataset_size_; + return Status::OK(); + } + int64_t num_rows = 0, sample_size; + std::vector> ops; + RETURN_IF_NOT_OK(Build(&ops)); + CHECK_FAIL_RETURN_UNEXPECTED(!ops.empty(), "Unable to build KITTIOp."); + auto op = std::dynamic_pointer_cast(ops.front()); + RETURN_IF_NOT_OK(op->CountTotalRows(&num_rows)); + std::shared_ptr sampler_rt = nullptr; + RETURN_IF_NOT_OK(sampler_->SamplerBuild(&sampler_rt)); + sample_size = sampler_rt->CalculateNumSamples(num_rows); + if (sample_size == -1) { + RETURN_IF_NOT_OK(size_getter->DryRun(shared_from_this(), &sample_size)); + } + *dataset_size = sample_size; + dataset_size_ = *dataset_size; + return Status::OK(); +} + +Status KITTINode::to_json(nlohmann::json *out_json) { + RETURN_UNEXPECTED_IF_NULL(out_json); + nlohmann::json args, sampler_args; + RETURN_IF_NOT_OK(sampler_->to_json(&sampler_args)); + args["sampler"] = sampler_args; + args["num_parallel_workers"] = num_workers_; + args["dataset_dir"] = dataset_dir_; + args["usage"] = usage_; + args["decode"] = decode_; + if (cache_ != nullptr) { + nlohmann::json cache_args; + RETURN_IF_NOT_OK(cache_->to_json(&cache_args)); + args["cache"] = cache_args; + } + *out_json = args; + return Status::OK(); +} +} // namespace dataset +} // namespace mindspore diff --git a/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/kitti_node.h b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/kitti_node.h new file mode 100644 index 00000000000..564246a7138 --- /dev/null +++ b/mindspore/ccsrc/minddata/dataset/engine/ir/datasetops/source/kitti_node.h @@ -0,0 +1,104 @@ +/** + * Copyright 2021 Huawei Technologies Co., Ltd + * + * 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 applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#ifndef MINDSPORE_CCSRC_MINDDATA_DATASET_ENGINE_IR_DATASETOPS_SOURCE_KITTI_NODE_H_ +#define MINDSPORE_CCSRC_MINDDATA_DATASET_ENGINE_IR_DATASETOPS_SOURCE_KITTI_NODE_H_ + +#include +#include +#include +#include + +#include "minddata/dataset/engine/ir/datasetops/dataset_node.h" + +namespace mindspore { +namespace dataset { +class KITTINode : public MappableSourceNode { + public: + /// \brief Constructor. + /// \param[in] dataset_dir Dataset directory of KITTI. + /// \param[in] usage Usage of this dataset, can be `train` or `test`. + /// \param[in] decode Decode the images after reading. + /// \param[in] sampler Tells KITTIOp what to read. + /// \param[in] cache Tensor cache to use. + KITTINode(const std::string &dataset_dir, const std::string &usage, bool decode, + const std::shared_ptr &sampler, const std::shared_ptr &cache); + + /// \brief Destructor. + ~KITTINode() = default; + + /// \brief Node name getter. + /// \return Name of the current node. + std::string Name() const override { return kKITTINode; } + + /// \brief Print the description. + /// \param out The output stream to write output to. + void Print(std::ostream &out) const override; + + /// \brief Copy the node to a new object. + /// \return A shared pointer to the new copy. + std::shared_ptr Copy() override; + + /// \brief A base class override function to create the required runtime dataset op objects for this class. + /// \param node_ops A vector containing shared pointer to the Dataset Ops that this object will create. + /// \return Status Status::OK() if build successfully. + Status Build(std::vector> *const node_ops) override; + + /// \brief Parameters validation. + /// \return Status Status::OK() if all the parameters are valid. + Status ValidateParams() override; + + /// \brief Get the shard id of node. + /// \param[in] shard_id The shard id. + /// \return Status Status::OK() if get shard id successfully. + Status GetShardId(int32_t *shard_id) override; + + /// \brief Base-class override for GetDatasetSize. + /// \param[in] size_getter Shared pointer to DatasetSizeGetter. + /// \param[in] estimate This is only supported by some of the ops and it's used to speed up the process of getting + /// dataset size at the expense of accuracy. + /// \param[out] dataset_size the size of the dataset. + /// \return Status of the function. + Status GetDatasetSize(const std::shared_ptr &size_getter, bool estimate, + int64_t *dataset_size) override; + + /// \brief Getter functions. + const std::string &DatasetDir() const { return dataset_dir_; } + const std::string &Usage() const { return usage_; } + bool Decode() const { return decode_; } + + /// \brief Get the arguments of node. + /// \param[out] out_json JSON string of all attributes. + /// \return Status of the function. + Status to_json(nlohmann::json *out_json) override; + + /// \brief Sampler getter. + /// \return SamplerObj of the current node. + std::shared_ptr Sampler() override { return sampler_; } + + /// \brief Sampler setter. + /// \param[in] sampler Tells KITTIOp what to read. + void SetSampler(std::shared_ptr sampler) override { sampler_ = sampler; } + + private: + std::string dataset_dir_; + std::string usage_; + bool decode_; + std::shared_ptr sampler_; +}; +} // namespace dataset +} // namespace mindspore +#endif // MINDSPORE_CCSRC_MINDDATA_DATASET_ENGINE_IR_DATASETOPS_SOURCE_KITTI_NODE_H_ diff --git a/mindspore/ccsrc/minddata/dataset/include/dataset/datasets.h b/mindspore/ccsrc/minddata/dataset/include/dataset/datasets.h index 3ed375e300a..c8806e3d113 100644 --- a/mindspore/ccsrc/minddata/dataset/include/dataset/datasets.h +++ b/mindspore/ccsrc/minddata/dataset/include/dataset/datasets.h @@ -3162,6 +3162,105 @@ inline std::shared_ptr MS_API IWSLT2017(const std::string &dat shard_id, cache); } +/// \class KITTIDataset +/// \brief A source dataset that reads KITTI images and labels. +class MS_API KITTIDataset : public Dataset { + public: + /// \brief Constructor of KITTIDataset. + /// \param[in] dataset_dir Path to the root directory that contains the dataset. + /// \param[in] usage The type of data file to read. + /// \param[in] decode Decode the images after reading. + /// \param[in] sampler Shared pointer to a sampler object used to choose samples from the dataset. + /// \param[in] cache Tensor cache to use. + KITTIDataset(const std::vector &dataset_dir, const std::vector &usage, bool decode, + const std::shared_ptr &sampler, const std::shared_ptr &cache); + + /// \brief Constructor of KITTIDataset. + /// \param[in] dataset_dir Path to the root directory that contains the dataset. + /// \param[in] usage The type of data file to read. + /// \param[in] decode Decode the images after reading. + /// \param[in] sampler Shared pointer to a sampler object used to choose samples from the dataset. + /// \param[in] cache Tensor cache to use. + KITTIDataset(const std::vector &dataset_dir, const std::vector &usage, bool decode, + const Sampler *sampler, const std::shared_ptr &cache); + + /// \brief Constructor of KITTIDataset. + /// \param[in] dataset_dir Path to the root directory that contains the dataset. + /// \param[in] usage The type of data file to read. + /// \param[in] decode Decode the images after reading. + /// \param[in] sampler Shared pointer to a sampler object used to choose samples from the dataset. + /// \param[in] cache Tensor cache to use. + KITTIDataset(const std::vector &dataset_dir, const std::vector &usage, bool decode, + const std::reference_wrapper &sampler, const std::shared_ptr &cache); + + /// \brief Destructor of KITTIDataset. + ~KITTIDataset() = default; +}; + +/// \brief Function to create a KITTIDataset. +/// \notes When usage is 'train', the generated dataset has multi-columns, 'image', 'label', 'truncated', +/// 'occluded', 'alpha', 'bbox', 'dimensions', 'location', 'rotation_y'; When usage is 'test', +/// the generated dataset has one column 'image'. +/// \param[in] dataset_dir Path to the root directory that contains the dataset. +/// \param[in] usage The type of data file to read (default = "train"). +/// \param[in] decode Decode the images after reading (default = false). +/// \param[in] sampler Sampler object used to choose samples from the dataset. If sampler is not +/// given, a `RandomSampler` will be used to randomly iterate the entire dataset (default = RandomSampler()). +/// \param[in] cache Tensor cache to use (default=nullptr, which means no cache is used). +/// \return Shared pointer to the current Dataset. +/// \par Example +/// \code +/// /* Define dataset path and MindData object */ +/// std::string folder_path = "/path/to/kitti_dataset_directory"; +/// std::shared_ptr ds = KITTI(folder_path); +/// +/// /* Create iterator to read dataset */ +/// std::shared_ptr iter = ds->CreateIterator(); +/// std::unordered_map row; +/// iter->GetNextRow(&row); +/// +/// /* Note: In KITTI dataset, each dictionary has key "image" */ +/// auto image = row["image"]; +/// \endcode +inline std::shared_ptr MS_API +KITTI(const std::string &dataset_dir, const std::string &usage = "train", bool decode = false, + const std::shared_ptr &sampler = std::make_shared(), + const std::shared_ptr &cache = nullptr) { + return std::make_shared(StringToChar(dataset_dir), StringToChar(usage), decode, sampler, cache); +} + +/// \brief Function to create a KITTIDataset. +/// \notes When usage is 'train', the generated dataset has multi-columns, 'image', 'label', 'truncated', +/// 'occluded', 'alpha', 'bbox', 'dimensions', 'location', 'rotation_y'; When usage is 'test', +/// the generated dataset has one column 'image'. +/// \param[in] dataset_dir Path to the root directory that contains the dataset. +/// \param[in] usage The type of data file to read. +/// \param[in] decode Decode the images after reading. +/// \param[in] sampler Sampler object used to choose samples from the dataset. +/// \param[in] cache Tensor cache to use (default=nullptr, which means no cache is used). +/// \return Shared pointer to the current Dataset. +inline std::shared_ptr MS_API KITTI(const std::string &dataset_dir, const std::string &usage, bool decode, + const Sampler *sampler, + const std::shared_ptr &cache = nullptr) { + return std::make_shared(StringToChar(dataset_dir), StringToChar(usage), decode, sampler, cache); +} + +/// \brief Function to create a KITTIDataset. +/// \notes When usage is 'train', the generated dataset has multi-columns, 'image', 'label', 'truncated', +/// 'occluded', 'alpha', 'bbox', 'dimensions', 'location', 'rotation_y'; When usage is 'test', +/// the generated dataset has one column 'image'. +/// \param[in] dataset_dir Path to the root directory that contains the dataset. +/// \param[in] usage The type of data file to read. +/// \param[in] decode Decode the images after reading. +/// \param[in] sampler Sampler object used to choose samples from the dataset. +/// \param[in] cache Tensor cache to use (default=nullptr, which means no cache is used). +/// \return Shared pointer to the current Dataset. +inline std::shared_ptr MS_API KITTI(const std::string &dataset_dir, const std::string &usage, bool decode, + const std::reference_wrapper &sampler, + const std::shared_ptr &cache = nullptr) { + return std::make_shared(StringToChar(dataset_dir), StringToChar(usage), decode, sampler, cache); +} + /// \class KMnistDataset. /// \brief A source dataset for reading and parsing KMnist dataset. class MS_API KMnistDataset : public Dataset { diff --git a/mindspore/ccsrc/minddata/dataset/include/dataset/samplers.h b/mindspore/ccsrc/minddata/dataset/include/dataset/samplers.h index 996afbc961a..bc01f951b6e 100644 --- a/mindspore/ccsrc/minddata/dataset/include/dataset/samplers.h +++ b/mindspore/ccsrc/minddata/dataset/include/dataset/samplers.h @@ -50,6 +50,7 @@ class MS_API Sampler : std::enable_shared_from_this { friend class GTZANDataset; friend class ImageFolderDataset; friend class IMDBDataset; + friend class KITTIDataset; friend class KMnistDataset; friend class LFWDataset; friend class LibriTTSDataset; diff --git a/mindspore/python/mindspore/dataset/engine/__init__.py b/mindspore/python/mindspore/dataset/engine/__init__.py index b6e4d653945..01fd1736c43 100644 --- a/mindspore/python/mindspore/dataset/engine/__init__.py +++ b/mindspore/python/mindspore/dataset/engine/__init__.py @@ -50,6 +50,7 @@ __all__ = ["Caltech101Dataset", # Vision "FlickrDataset", # Vision "Flowers102Dataset", # Vision "ImageFolderDataset", # Vision + "KITTIDataset", # Vision "KMnistDataset", # Vision "LFWDataset", # Vision "LSUNDataset", # Vision diff --git a/mindspore/python/mindspore/dataset/engine/datasets_vision.py b/mindspore/python/mindspore/dataset/engine/datasets_vision.py index 3024ded6af8..4c320adf04b 100644 --- a/mindspore/python/mindspore/dataset/engine/datasets_vision.py +++ b/mindspore/python/mindspore/dataset/engine/datasets_vision.py @@ -32,7 +32,7 @@ import mindspore._c_dataengine as cde from .datasets import VisionBaseDataset, SourceDataset, MappableDataset, Shuffle, Schema from .datasets_user_defined import GeneratorDataset -from .validators import check_imagefolderdataset, \ +from .validators import check_imagefolderdataset, check_kittidataset,\ check_mnist_cifar_dataset, check_manifestdataset, check_vocdataset, check_cocodataset, \ check_celebadataset, check_flickr_dataset, check_sb_dataset, check_flowers102dataset, check_cityscapes_dataset, \ check_usps_dataset, check_div2k_dataset, check_random_dataset, \ @@ -2299,6 +2299,152 @@ class ImageFolderDataset(MappableDataset, VisionBaseDataset): return cde.ImageFolderNode(self.dataset_dir, self.decode, self.sampler, self.extensions, self.class_indexing) +class KITTIDataset(MappableDataset): + """ + A source dataset that reads and parses the KITTI dataset. + + When usage is "train", the generated dataset has multiple columns: :py:obj:`[image, label, truncated, + occluded, alpha, bbox, dimensions, location, rotation_y]`; When usage is "test", the generated dataset + has only one column: :py:obj:`[image]`. + The tensor of column :py:obj:`image` is of the uint8 type. + The tensor of column :py:obj:`label` is of the uint32 type. + The tensor of column :py:obj:`truncated` is of the float32 type. + The tensor of column :py:obj:`occluded` is of the uint32 type. + The tensor of column :py:obj:`alpha` is of the float32 type. + The tensor of column :py:obj:`bbox` is of the float32 type. + The tensor of column :py:obj:`dimensions` is of the float32 type. + The tensor of column :py:obj:`location` is of the float32 type. + The tensor of column :py:obj:`rotation_y` is of the float32 type. + + Args: + dataset_dir (str): Path to the root directory that contains the dataset. + usage (str, optional): Usage of this dataset, can be `train` or `test`. `train` will read 7481 + train samples, `test` will read from 7518 test samples without label (default=None, will use `train`). + num_samples (int, optional): The number of images to be included in the dataset + (default=None, will include all images). + num_parallel_workers (int, optional): Number of workers to read the data + (default=None, number set in the config). + shuffle (bool, optional): Whether to perform shuffle on the dataset (default=None, expected + order behavior shown in the table). + decode (bool, optional): Decode the images after reading (default=False). + sampler (Sampler, optional): Object used to choose samples from the dataset + (default=None, expected order behavior shown in the table). + num_shards (int, optional): Number of shards that the dataset will be divided + into (default=None). When this argument is specified, 'num_samples' reflects + the max sample number of per shard. + shard_id (int, optional): The shard ID within num_shards (default=None). This + argument can only be specified when num_shards is also specified. + cache (DatasetCache, optional): Use tensor caching service to speed up dataset processing + (default=None, which means no cache is used). + + Raises: + RuntimeError: If `sampler` and `shuffle` are specified at the same time. + RuntimeError: If `sampler` and `num_shards`/`shard_id` are specified at the same time. + RuntimeError: If `num_shards` is specified but `shard_id` is None. + RuntimeError: If `shard_id` is specified but `num_shards` is None. + ValueError: If `dataset_dir` is not exist. + ValueError: If `shard_id` is invalid (< 0 or >= num_shards). + + Note: + - This dataset can take in a `sampler`. `sampler` and `shuffle` are mutually exclusive. + The table below shows what input arguments are allowed and their expected behavior. + + .. list-table:: Expected Order Behavior of Using `sampler` and `shuffle` + :widths: 25 25 50 + :header-rows: 1 + + * - Parameter `sampler` + - Parameter `shuffle` + - Expected Order Behavior + * - None + - None + - random order + * - None + - True + - random order + * - None + - False + - sequential order + * - Sampler object + - None + - order defined by sampler + * - Sampler object + - True + - not allowed + * - Sampler object + - False + - not allowed + + Examples: + >>> kitti_dataset_dir = "/path/to/kitti_dataset_directory" + >>> + >>> # 1) Read all KITTI train dataset samples in kitti_dataset_dir in sequence + >>> dataset = ds.KITTIDataset(dataset_dir=kitti_dataset_dir, usage="train") + >>> + >>> # 2) Read then decode all KITTI test dataset samples in kitti_dataset_dir in sequence + >>> dataset = ds.KITTIDataset(dataset_dir=kitti_dataset_dir, usage="test", + ... decode=True, shuffle=False) + + About KITTI dataset: + + KITTI (Karlsruhe Institute of Technology and Toyota Technological Institute) is one of the most popular + datasets for use in mobile robotics and autonomous driving. It consists of hours of traffic scenarios + recorded with a variety of sensor modalities, including high-resolution RGB, grayscale stereo cameras, + and a 3D laser scanner. Despite its popularity, the dataset itself does not contain ground truth for + semantic segmentation. However, various researchers have manually annotated parts of the dataset to fit + their necessities. Álvarez et al. generated ground truth for 323 images from the road detection challenge + with three classes: road, vertical,and sky. Zhang et al. annotated 252 (140 for training and 112 for testing) + acquisitions – RGB and Velodyne scans – from the tracking challenge for ten object categories: building, sky, + road, vegetation, sidewalk, car, pedestrian, cyclist, sign/pole, and fence. + + You can unzip the original KITTI dataset files into this directory structure and read by MindSpore's API. + + .. code-block:: + . + └── kitti_dataset_directory + ├── data_object_image_2 + │ ├──training + │ │ ├──image_2 + │ │ │ ├── 000000000001.jpg + │ │ │ ├── 000000000002.jpg + │ │ │ ├── ... + │ ├──testing + │ │ ├── image_2 + │ │ │ ├── 000000000001.jpg + │ │ │ ├── 000000000002.jpg + │ │ │ ├── ... + ├── data_object_label_2 + │ ├──training + │ │ ├──label_2 + │ │ │ ├── 000000000001.jpg + │ │ │ ├── 000000000002.jpg + │ │ │ ├── ... + + Citation: + + .. code-block:: + + @INPROCEEDINGS{Geiger2012CVPR, + author={Andreas Geiger and Philip Lenz and Raquel Urtasun}, + title={Are we ready for Autonomous Driving? The KITTI Vision Benchmark Suite}, + booktitle={Conference on Computer Vision and Pattern Recognition (CVPR)}, + year={2012} + } + """ + + @check_kittidataset + def __init__(self, dataset_dir, usage=None, num_samples=None, num_parallel_workers=None, shuffle=None, + decode=False, sampler=None, num_shards=None, shard_id=None, cache=None): + super().__init__(num_parallel_workers=num_parallel_workers, sampler=sampler, num_samples=num_samples, + shuffle=shuffle, num_shards=num_shards, shard_id=shard_id, cache=cache) + self.dataset_dir = dataset_dir + self.usage = replace_none(usage, "train") + self.decode = replace_none(decode, False) + + def parse(self, children=None): + return cde.KITTINode(self.dataset_dir, self.usage, self.decode, self.sampler) + + class KMnistDataset(MappableDataset, VisionBaseDataset): """ A source dataset that reads and parses the KMNIST dataset. diff --git a/mindspore/python/mindspore/dataset/engine/validators.py b/mindspore/python/mindspore/dataset/engine/validators.py index 4481b83ba3a..f2f11827885 100644 --- a/mindspore/python/mindspore/dataset/engine/validators.py +++ b/mindspore/python/mindspore/dataset/engine/validators.py @@ -258,6 +258,35 @@ def check_iwslt2017_dataset(method): return new_method +def check_kittidataset(method): + """A wrapper that wraps a parameter checker around the original Dataset(KITTIDataset).""" + + @wraps(method) + def new_method(self, *args, **kwargs): + _, param_dict = parse_user_args(method, *args, **kwargs) + + nreq_param_int = ['num_samples', 'num_parallel_workers', 'num_shards', 'shard_id'] + nreq_param_bool = ['shuffle', 'decode'] + + dataset_dir = param_dict.get('dataset_dir') + check_dir(dataset_dir) + + usage = param_dict.get('usage') + if usage is not None: + check_valid_str(usage, ["train", "test"], "usage") + + validate_dataset_param_value(nreq_param_int, param_dict, int) + validate_dataset_param_value(nreq_param_bool, param_dict, bool) + check_sampler_shuffle_shard_options(param_dict) + + cache = param_dict.get('cache') + check_cache_option(cache) + + return method(self, *args, **kwargs) + + return new_method + + def check_lsun_dataset(method): """A wrapper that wraps a parameter checker around the original Dataset(LSUNDataset).""" diff --git a/tests/ut/cpp/dataset/CMakeLists.txt b/tests/ut/cpp/dataset/CMakeLists.txt index 7eea548e628..e9763df5ee3 100644 --- a/tests/ut/cpp/dataset/CMakeLists.txt +++ b/tests/ut/cpp/dataset/CMakeLists.txt @@ -37,6 +37,7 @@ SET(DE_UT_SRCS c_api_dataset_imdb_test.cc c_api_dataset_iterator_test.cc c_api_dataset_iwslt_test.cc + c_api_dataset_kitti_test.cc c_api_dataset_kmnist_test.cc c_api_dataset_lfw_test.cc c_api_dataset_libri_tts.cc diff --git a/tests/ut/cpp/dataset/c_api_dataset_kitti_test.cc b/tests/ut/cpp/dataset/c_api_dataset_kitti_test.cc new file mode 100644 index 00000000000..6424cd2ffd6 --- /dev/null +++ b/tests/ut/cpp/dataset/c_api_dataset_kitti_test.cc @@ -0,0 +1,249 @@ +/** + * Copyright 2021 Huawei Technologies Co., Ltd + * + * 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 applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#include "common/common.h" +#include "minddata/dataset/include/dataset/datasets.h" +#include "minddata/dataset/core/tensor.h" + +using namespace mindspore::dataset; +using mindspore::dataset::DataType; +using mindspore::dataset::Tensor; +using mindspore::dataset::TensorShape; + +class MindDataTestPipeline : public UT::DatasetOpTesting { +protected: +}; + +/// Feature: KITTIDatasetPipeline. +/// Description: test Pipeline of KITTI. +/// Expectation: get correct data. +TEST_F(MindDataTestPipeline, TestKITTIPipeline) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestKITTIPipeline."; + + // Create a KITTI Dataset. + std::string folder_path = datasets_root_path_ + "/testKITTI"; + std::shared_ptr ds = KITTI(folder_path, "train", false, std::make_shared(0, 2)); + EXPECT_NE(ds, nullptr); + + // Create an iterator over the result of the above dataset. + // This will trigger the creation of the Execution Tree and launch it. + std::shared_ptr iter = ds->CreateIterator(); + EXPECT_NE(iter, nullptr); + + // Iterate the dataset and get each row. + std::unordered_map row; + ASSERT_OK(iter->GetNextRow(&row)); + + // Check if KITTI() read correct images. + std::string expect_file[] = {"000000", "000001", "000002"}; + + uint64_t i = 0; + while (row.size() != 0) { + auto image = row["image"]; + auto label = row["label"]; + MS_LOG(INFO) << "Tensor image shape: " << image.Shape(); + MS_LOG(INFO) << "Tensor label shape: " << label.Shape(); + + mindspore::MSTensor expect_image = + ReadFileToTensor(folder_path + "/data_object_image_2/training/image_2/" + expect_file[i] + ".png"); + EXPECT_MSTENSOR_EQ(image, expect_image); + + ASSERT_OK(iter->GetNextRow(&row)); + i++; + } + + EXPECT_EQ(i, 2); + + // Manually terminate the pipeline. + iter->Stop(); +} + +/// Feature: KITTITrainDatasetGetters. +/// Description: test usage of getters KITTITrainDataset. +/// Expectation: get correct number of data and correct tensor shape. +TEST_F(MindDataTestPipeline, TestKITTITrainDatasetGetters) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestKITTITrainDatasetGetters."; + + // Create a KITTI Train Dataset. + std::string folder_path = datasets_root_path_ + "/testKITTI"; + std::shared_ptr ds = KITTI(folder_path, "train", true, std::make_shared(0, 2)); + EXPECT_NE(ds, nullptr); + + EXPECT_EQ(ds->GetDatasetSize(), 2); + std::vector types = ToDETypes(ds->GetOutputTypes()); + std::vector column_names = {"image", "label", "truncated", "occluded", "alpha", + "bbox", "dimensions", "location", "rotation_y"}; + int64_t num_classes = ds->GetNumClasses(); + EXPECT_EQ(types.size(), 9); + EXPECT_EQ(types[0].ToString(), "uint8"); + EXPECT_EQ(types[1].ToString(), "uint32"); + EXPECT_EQ(types[2].ToString(), "float32"); + EXPECT_EQ(types[3].ToString(), "uint32"); + EXPECT_EQ(types[4].ToString(), "float32"); + EXPECT_EQ(types[5].ToString(), "float32"); + EXPECT_EQ(types[6].ToString(), "float32"); + EXPECT_EQ(types[7].ToString(), "float32"); + EXPECT_EQ(types[8].ToString(), "float32"); + EXPECT_EQ(num_classes, -1); + EXPECT_EQ(ds->GetBatchSize(), 1); + EXPECT_EQ(ds->GetRepeatCount(), 1); + EXPECT_EQ(ds->GetDatasetSize(), 2); + EXPECT_EQ(ToDETypes(ds->GetOutputTypes()), types); + EXPECT_EQ(ds->GetNumClasses(), -1); + EXPECT_EQ(ds->GetColumnNames(), column_names); + EXPECT_EQ(ds->GetDatasetSize(), 2); + EXPECT_EQ(ToDETypes(ds->GetOutputTypes()), types); + EXPECT_EQ(ds->GetBatchSize(), 1); + EXPECT_EQ(ds->GetRepeatCount(), 1); + EXPECT_EQ(ds->GetNumClasses(), -1); + EXPECT_EQ(ds->GetDatasetSize(), 2); +} + +/// Feature: KITTIUsageTrainDecodeFalse. +/// Description: test get train dataset of KITTI and test decode. +/// Expectation: getters of KITTI get the correct value. +TEST_F(MindDataTestPipeline, TestKITTIUsageTrainDecodeFalse) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestKITTIGettersTrainDecodeFalse."; + + // Create a KITTI Dataset. + std::string folder_path = datasets_root_path_ + "/testKITTI"; + std::shared_ptr ds = KITTI(folder_path, "train", false, std::make_shared(0, 2)); + EXPECT_NE(ds, nullptr); + + ds = ds->Batch(2); + ds = ds->Repeat(2); + + EXPECT_EQ(ds->GetDatasetSize(), 2); + std::vector column_names = {"image", "label", "truncated", "occluded", "alpha", + "bbox", "dimensions", "location", "rotation_y"}; + EXPECT_EQ(ds->GetColumnNames(), column_names); +} + +/// Feature: TestKITTIUsageTestDecodeTrue. +/// Description: test get test dataset of KITTI and test the decode. +/// Expectation: getters of KITTI get the correct value. +TEST_F(MindDataTestPipeline, TestKITTIUsageTestDecodeTrue) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestKITTIGettersTestDecodeTrue."; + + // Create a KITTI Dataset. + std::string folder_path = datasets_root_path_ + "/testKITTI"; + std::shared_ptr ds = KITTI(folder_path, "test", true, std::make_shared(0, 2)); + EXPECT_NE(ds, nullptr); + + ds = ds->Batch(2); + ds = ds->Repeat(2); + + EXPECT_EQ(ds->GetDatasetSize(), 2); + std::vector column_names = {"image"}; + EXPECT_EQ(ds->GetColumnNames(), column_names); +} + +/// Feature: KITTIPipelineRandomSampler. +/// Description: test RandomSampler of KITTI. +/// Expectation: getters of KITTI get the correct value. +TEST_F(MindDataTestPipeline, TestKITTIPipelineRandomSampler) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestKITTIPipelineRandomSampler."; + + // Create a KITTI Dataset. + std::string folder_path = datasets_root_path_ + "/testKITTI"; + std::shared_ptr ds = KITTI(folder_path, "test", true, std::make_shared(false, 2)); + EXPECT_NE(ds, nullptr); + + ds = ds->Batch(2); + ds = ds->Repeat(2); + + EXPECT_EQ(ds->GetDatasetSize(), 2); + std::vector column_names = {"image"}; + EXPECT_EQ(ds->GetColumnNames(), column_names); +} + +/// Feature: KITTIPipelineDistributedSampler. +/// Description: test DistributedSampler of KITTI. +/// Expectation: getters of KITTI get the correct value. +TEST_F(MindDataTestPipeline, TestKITTIPipelineDistributedSampler) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestKITTIPipelineDistributedSampler."; + + // Create a KITTI Dataset. + std::string folder_path = datasets_root_path_ + "/testKITTI"; + // num_shards=3, shard_id=0, shuffle=false, num_samplers=0, seed=0, offset=-1, even_dist=true + DistributedSampler sampler = DistributedSampler(3, 0, false, 0, 0, -1, true); + std::shared_ptr ds = KITTI(folder_path, "train", false, sampler); + EXPECT_NE(ds, nullptr); + + // Iterate the dataset and get each row + std::shared_ptr iter = ds->CreateIterator(); + EXPECT_NE(iter, nullptr); + std::unordered_map row; + ASSERT_OK(iter->GetNextRow(&row)); + + uint64_t i = 0; + while (row.size() != 0) { + i++; + auto label = row["image"]; + ASSERT_OK(iter->GetNextRow(&row)); + } + + EXPECT_EQ(i, 1); + iter->Stop(); +} + +/// Feature: KITTIDatasetWithNullSampler. +/// Description: test null sampler of KITTI. +/// Expectation: throw exception correctly. +TEST_F(MindDataTestPipeline, TestKITTIWithNullSamplerError) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestKITTIWithNullSamplerError."; + // Create a KITTI Dataset. + std::string folder_path = datasets_root_path_ + "/testKITTI"; + std::shared_ptr ds = KITTI(folder_path, "train", false, nullptr); + EXPECT_NE(ds, nullptr); + + // Create an iterator over the result of the above dataset. + std::shared_ptr iter = ds->CreateIterator(); + // Expect failure: invalid KITTI input, sampler cannot be nullptr. + EXPECT_EQ(iter, nullptr); +} + +/// Feature: KITTIDatasetWithNullPath. +/// Description: test null path of KITTI. +/// Expectation: throw exception correctly. +TEST_F(MindDataTestPipeline, TestKITTIWithNullPath) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestKITTIWithNullPath."; + // Create a KITTI Dataset. + std::string folder_path = ""; + std::shared_ptr ds = KITTI(folder_path, "train", false, nullptr); + EXPECT_NE(ds, nullptr); + + // Create an iterator over the result of the above dataset. + std::shared_ptr iter = ds->CreateIterator(); + // Expect failure: invalid KITTI input, path cannot be "". + EXPECT_EQ(iter, nullptr); +} + +/// Feature: KITTIDatasetWithWrongUsage. +/// Description: test wrong usage of KITTI. +/// Expectation: throw exception correctly. +TEST_F(MindDataTestPipeline, TestKITTIWithWrongUsage) { + MS_LOG(INFO) << "Doing MindDataTestPipeline-TestKITTIWithWrongUsage."; + // Create a KITTI Dataset. + std::string 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143.00 810.73 307.92 1.89 0.48 1.20 1.84 1.47 8.41 0.01 +Car 0.00 0 -1.84 662.20 185.85 690.21 205.03 1.48 1.36 3.51 5.35 2.56 58.84 -1.75 +Van 0.00 0 1.70 448.07 177.14 481.60 206.41 2.50 2.20 5.78 -13.02 2.91 65.02 1.50 +DontCare -1 -1 -10 610.50 179.95 629.68 196.31 -1 -1 -1 -1000 -1000 -1000 -10 +DontCare -1 -1 -10 582.97 182.70 594.78 191.05 -1 -1 -1 -1000 -1000 -1000 -10 +DontCare -1 -1 -10 600.36 185.59 608.36 192.69 -1 -1 -1 -1000 -1000 -1000 -10 \ No newline at end of file diff --git a/tests/ut/data/dataset/testKITTI/data_object_label_2/training/label_2/000001.txt b/tests/ut/data/dataset/testKITTI/data_object_label_2/training/label_2/000001.txt new file mode 100644 index 00000000000..58f8e06d97b --- /dev/null +++ b/tests/ut/data/dataset/testKITTI/data_object_label_2/training/label_2/000001.txt @@ -0,0 +1,3 @@ +Car 0.00 0 1.55 614.24 181.78 727.31 284.77 1.57 1.73 4.15 1.00 1.75 13.22 1.62 +DontCare -1 -1 -10 5.00 229.89 214.12 367.61 -1 -1 -1 -1000 -1000 -1000 -10 +DontCare -1 -1 -10 522.25 202.35 547.77 219.71 -1 -1 -1 -1000 -1000 -1000 -10 \ No newline at end of file diff --git a/tests/ut/data/dataset/testKITTI/data_object_label_2/training/label_2/000002.txt b/tests/ut/data/dataset/testKITTI/data_object_label_2/training/label_2/000002.txt new file mode 100644 index 00000000000..bca49e1bee4 --- /dev/null +++ b/tests/ut/data/dataset/testKITTI/data_object_label_2/training/label_2/000002.txt @@ -0,0 +1,7 @@ +Car 0.00 0 1.96 280.38 185.10 344.90 215.59 1.49 1.76 4.01 -15.71 2.16 38.26 1.57 +Car 0.00 0 1.88 365.14 184.54 406.11 205.20 1.38 1.80 3.41 -15.89 2.23 51.17 1.58 +DontCare -1 -1 -10 402.27 166.69 477.31 197.98 -1 -1 -1 -1000 -1000 -1000 -10 +DontCare -1 -1 -10 518.53 177.31 531.51 187.17 -1 -1 -1 -1000 -1000 -1000 -10 +DontCare -1 -1 -10 1207.50 233.35 1240.00 333.39 -1 -1 -1 -1000 -1000 -1000 -10 +DontCare -1 -1 -10 535.06 177.65 545.26 185.82 -1 -1 -1 -1000 -1000 -1000 -10 +DontCare -1 -1 -10 558.03 177.88 567.50 184.65 -1 -1 -1 -1000 -1000 -1000 -10 \ No newline at end of file diff --git a/tests/ut/python/dataset/test_datasets_kitti.py b/tests/ut/python/dataset/test_datasets_kitti.py new file mode 100644 index 00000000000..bd1e0eff0d2 --- /dev/null +++ b/tests/ut/python/dataset/test_datasets_kitti.py @@ -0,0 +1,348 @@ +# Copyright 2021 Huawei Technologies Co., Ltd +# +# 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 applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================== + +import re +import pytest + +import mindspore.dataset as ds +import mindspore.dataset.vision.c_transforms as vision +from mindspore import log as logger + +DATA_DIR = "../data/dataset/testKITTI" +IMAGE_SHAPE = [2268, 642, 2268] + + +def test_func_kitti_dataset_basic(): + """ + Feature: KITTI + Description: test basic function of KITTI with default parament + Expectation: the dataset is as expected + """ + repeat_count = 2 + + # apply dataset operations. + data = ds.KITTIDataset(DATA_DIR, shuffle=False) + data = data.repeat(repeat_count) + + num_iter = 0 + count = [0, 0, 0, 0, 0, 0, 0, 0] + SHAPE = [159109, 176455, 54214, 159109, 176455, 54214] + ANNOTATIONSHAPE = [6, 3, 7, 6, 3, 7] + # each data is a dictionary. + for item in data.create_dict_iterator(num_epochs=1, output_numpy=True): + # in this example, each dictionary has keys "image", "label", "truncated", "occluded", "alpha", "bbox", + # "dimensions", "location", "rotation_y". + assert item["image"].shape[0] == SHAPE[num_iter] + for label in item["label"]: + count[label[0]] += 1 + assert item["truncated"].shape[0] == ANNOTATIONSHAPE[num_iter] + assert item["occluded"].shape[0] == ANNOTATIONSHAPE[num_iter] + assert item["alpha"].shape[0] == ANNOTATIONSHAPE[num_iter] + assert item["bbox"].shape[0] == ANNOTATIONSHAPE[num_iter] + assert item["dimensions"].shape[0] == ANNOTATIONSHAPE[num_iter] + assert item["location"].shape[0] == ANNOTATIONSHAPE[num_iter] + assert item["rotation_y"].shape[0] == ANNOTATIONSHAPE[num_iter] + num_iter += 1 + + logger.info("Number of data in data1: {}".format(num_iter)) + assert num_iter == 6 + assert count == [8, 20, 2, 2, 0, 0, 0, 0] + + +def test_kitti_usage_train(): + """ + Feature: KITTI + Description: test basic usage "train" of KITTI + Expectation: the dataset is as expected + """ + data1 = ds.KITTIDataset(DATA_DIR, usage="train") + num = 0 + count = [0, 0, 0, 0, 0, 0, 0, 0] + for item in data1.create_dict_iterator(num_epochs=1, output_numpy=True): + for label in item["label"]: + count[label[0]] += 1 + num += 1 + assert num == 3 + assert count == [4, 10, 1, 1, 0, 0, 0, 0] + + +def test_kitti_usage_test(): + """ + Feature: KITTI + Description: test basic usage "test" of KITTI + Expectation: the dataset is as expected + """ + data1 = ds.KITTIDataset( + DATA_DIR, usage="test", shuffle=False, decode=True, num_samples=3) + num = 0 + for item in data1.create_dict_iterator(num_epochs=1, output_numpy=True): + assert item["image"].shape[0] == IMAGE_SHAPE[num] + num += 1 + assert num == 3 + + +def test_kitti_case(): + """ + Feature: KITTI + Description: test basic usage of KITTI + Expectation: the dataset is as expected + """ + data1 = ds.KITTIDataset(DATA_DIR, + usage="train", decode=True, num_samples=3) + resize_op = vision.Resize((224, 224)) + data1 = data1.map(operations=resize_op, input_columns=["image"]) + repeat_num = 4 + data1 = data1.repeat(repeat_num) + batch_size = 2 + data1 = data1.batch(batch_size, drop_remainder=True, pad_info={}) + num = 0 + for _ in data1.create_dict_iterator(num_epochs=1): + num += 1 + assert num == 6 + + +def test_func_kitti_dataset_numsamples_num_parallel_workers(): + """ + Feature: KITTI + Description: test numsamples and num_parallel_workers of KITTI + Expectation: the dataset is as expected + """ + # define parameters. + repeat_count = 2 + + # apply dataset operations. + data1 = ds.KITTIDataset(DATA_DIR, num_samples=2, num_parallel_workers=2) + data1 = data1.repeat(repeat_count) + + num_iter = 0 + # each data is a dictionary. + for _ in data1.create_dict_iterator(num_epochs=1, output_numpy=True): + num_iter += 1 + + logger.info("Number of data in data1: {}".format(num_iter)) + assert num_iter == 4 + + random_sampler = ds.RandomSampler(num_samples=3, replacement=True) + data1 = ds.KITTIDataset(DATA_DIR, num_parallel_workers=2, + sampler=random_sampler) + + num_iter = 0 + for _ in data1.create_dict_iterator(num_epochs=1, output_numpy=True): + num_iter += 1 + + assert num_iter == 3 + + random_sampler = ds.RandomSampler(num_samples=3, replacement=False) + data1 = ds.KITTIDataset(DATA_DIR, num_parallel_workers=2, + sampler=random_sampler) + + num_iter = 0 + for _ in data1.create_dict_iterator(num_epochs=1, output_numpy=True): + num_iter += 1 + + assert num_iter == 3 + + +def test_func_kitti_dataset_extrashuffle(): + """ + Feature: KITTI + Description: test extrashuffle of KITTI + Expectation: the dataset is as expected + """ + # define parameters. + repeat_count = 2 + + # apply dataset operations. + data1 = ds.KITTIDataset(DATA_DIR, shuffle=True) + data1 = data1.shuffle(buffer_size=3) + data1 = data1.repeat(repeat_count) + + num_iter = 0 + # each data is a dictionary. + for _ in data1.create_dict_iterator(num_epochs=1, output_numpy=True): + num_iter += 1 + logger.info("Number of data in data1: {}".format(num_iter)) + assert num_iter == 6 + + +def test_func_kitti_dataset_no_para(): + """ + Feature: KITTI + Description: test no para of KITTI + Expectation: throw exception correctly + """ + with pytest.raises(TypeError, match="missing a required argument: 'dataset_dir'"): + dataset = ds.KITTIDataset() + num_iter = 0 + for data in dataset.create_dict_iterator(output_numpy=True): + assert "image" in str(data.keys()) + num_iter += 1 + + +def test_func_kitti_dataset_distributed_sampler(): + """ + Feature: KITTI + Description: test DistributedSampler of KITTI + Expectation: throw exception correctly + """ + # define parameters. + repeat_count = 2 + + # apply dataset operations. + sampler = ds.DistributedSampler(3, 1) + data1 = ds.KITTIDataset(DATA_DIR, sampler=sampler) + data1 = data1.repeat(repeat_count) + + num_iter = 0 + # each data is a dictionary. + for _ in data1.create_dict_iterator(num_epochs=1, output_numpy=True): + num_iter += 1 + logger.info("Number of data in data1: {}".format(num_iter)) + assert num_iter == 2 + + +def test_func_kitti_dataset_decode(): + """ + Feature: KITTI + Description: test decode of KITTI + Expectation: throw exception correctly + """ + # define parameters. + repeat_count = 2 + + # apply dataset operations. + data1 = ds.KITTIDataset(DATA_DIR, decode=True) + data1 = data1.repeat(repeat_count) + + num_iter = 0 + # each data is a dictionary. + for _ in data1.create_dict_iterator(num_epochs=1, output_numpy=True): + # in this example, each dictionary has keys "image" and "label". + num_iter += 1 + + logger.info("Number of data in data1: {}".format(num_iter)) + assert num_iter == 6 + + +def test_kitti_numshards(): + """ + Feature: KITTI + Description: test numShards of KITTI + Expectation: throw exception correctly + """ + # define parameters. + repeat_count = 2 + + # apply dataset operations. + data1 = ds.KITTIDataset(DATA_DIR, num_shards=3, shard_id=2) + data1 = data1.repeat(repeat_count) + + num_iter = 0 + # each data is a dictionary. + for _ in data1.create_dict_iterator(num_epochs=1, output_numpy=True): + num_iter += 1 + logger.info("Number of data in data1: {}".format(num_iter)) + assert num_iter == 2 + + +def test_func_kitti_dataset_more_para(): + """ + Feature: KITTI + Description: test more para of KITTI + Expectation: throw exception correctly + """ + with pytest.raises(TypeError, match="got an unexpected keyword argument 'more_para'"): + dataset = ds.KITTIDataset(DATA_DIR, usage="train", num_samples=6, num_parallel_workers=None, + shuffle=True, sampler=None, decode=True, num_shards=3, + shard_id=2, cache=None, more_para=None) + num_iter = 0 + for data in dataset.create_dict_iterator(output_numpy=True): + num_iter += 1 + assert "image" in str(data.keys()) + + +def test_kitti_exception(): + """ + Feature: KITTI + Description: test error cases of KITTI + Expectation: throw exception correctly + """ + logger.info("Test error cases for KITTIDataset") + error_msg_1 = "sampler and shuffle cannot be specified at the same time" + with pytest.raises(RuntimeError, match=error_msg_1): + ds.KITTIDataset(DATA_DIR, shuffle=False, decode=True, sampler=ds.SequentialSampler(1)) + + error_msg_2 = "sampler and sharding cannot be specified at the same time" + with pytest.raises(RuntimeError, match=error_msg_2): + ds.KITTIDataset(DATA_DIR, sampler=ds.SequentialSampler(1), decode=True, num_shards=2, shard_id=0) + + error_msg_3 = "num_shards is specified and currently requires shard_id as well" + with pytest.raises(RuntimeError, match=error_msg_3): + ds.KITTIDataset(DATA_DIR, decode=True, num_shards=10) + + error_msg_4 = "shard_id is specified but num_shards is not" + with pytest.raises(RuntimeError, match=error_msg_4): + ds.KITTIDataset(DATA_DIR, decode=True, shard_id=0) + + error_msg_5 = "Input shard_id is not within the required interval" + with pytest.raises(ValueError, match=error_msg_5): + ds.KITTIDataset(DATA_DIR, decode=True, num_shards=5, shard_id=-1) + + with pytest.raises(ValueError, match=error_msg_5): + ds.KITTIDataset(DATA_DIR, decode=True, num_shards=5, shard_id=5) + + error_msg_6 = "num_parallel_workers exceeds" + with pytest.raises(ValueError, match=error_msg_6): + ds.KITTIDataset(DATA_DIR, decode=True, shuffle=False, num_parallel_workers=0) + + with pytest.raises(ValueError, match=error_msg_6): + ds.KITTIDataset(DATA_DIR, decode=True, shuffle=False, num_parallel_workers=256) + + error_msg_7 = "Argument shard_id" + with pytest.raises(TypeError, match=error_msg_7): + ds.KITTIDataset(DATA_DIR, decode=True, num_shards=2, shard_id="0") + + error_msg_8 = "does not exist or is not a directory or permission denied!" + with pytest.raises(ValueError, match=error_msg_8): + all_data = ds.KITTIDataset("../data/dataset/testKITTI2", decode=True) + for _ in all_data.create_dict_iterator(num_epochs=1): + pass + + error_msg_9 = "Input usage is not within the valid set of ['train', 'test']." + with pytest.raises(ValueError, match=re.escape(error_msg_9)): + all_data = ds.KITTIDataset(DATA_DIR, usage="all") + for _ in all_data.create_dict_iterator(num_epochs=1): + pass + + error_msg_10 = "Argument decode with value 123 is not of type [], but got ." + with pytest.raises(TypeError, match=re.escape(error_msg_10)): + all_data = ds.KITTIDataset(DATA_DIR, decode=123) + for _ in all_data.create_dict_iterator(num_epochs=1): + pass + + +if __name__ == '__main__': + test_func_kitti_dataset_basic() + test_kitti_usage_train() + test_kitti_usage_test() + test_kitti_case() + test_func_kitti_dataset_numsamples_num_parallel_workers() + test_func_kitti_dataset_extrashuffle() + test_func_kitti_dataset_no_para() + test_func_kitti_dataset_distributed_sampler() + test_func_kitti_dataset_decode() + test_kitti_numshards() + test_func_kitti_dataset_more_para() + test_kitti_exception()