Added MPPDetectionHelpers
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9421249de1
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@ -61,3 +61,14 @@ objc_library(
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"//mediapipe/tasks/ios/components/containers:MPPEmbeddingResult",
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"//mediapipe/tasks/ios/components/containers:MPPEmbeddingResult",
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],
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],
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)
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)
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objc_library(
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name = "MPPDetectionHelpers",
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srcs = ["sources/MPPDetection+Helpers.mm"],
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hdrs = ["sources/MPPDetection+Helpers.h"],
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deps = [
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"//mediapipe/framework/formats:detection_cc_proto",
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"//mediapipe/tasks/ios/common/utils:NSStringHelpers",
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"//mediapipe/tasks/ios/components/containers:MPPDetection",
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],
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)
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@ -0,0 +1,26 @@
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// Copyright 2023 The MediaPipe Authors.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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#include "mediapipe/framework/formats/detection.pb.h"
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#import "mediapipe/tasks/ios/components/containers/sources/MPPDetection.h"
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NS_ASSUME_NONNULL_BEGIN
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@interface MPPDetection (Helpers)
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+ (MPPDetection *)detectionWithProto:(const mediapipe::Detection &)detectionProto;
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@end
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NS_ASSUME_NONNULL_END
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@ -0,0 +1,82 @@
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// Copyright 2023 The MediaPipe Authors.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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#import "mediapipe/tasks/ios/components/containers/utils/sources/MPPDetection+Helpers.h"
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#import "mediapipe/tasks/ios/common/utils/sources/NSString+Helpers.h"
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static const NSInteger kDefaultCategoryIndex = -1;
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namespace {
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using DetectionProto = ::mediapipe::Detection;
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using BoundingBoxProto = ::mediapipe::LocationData::BoundingBox;
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} // namespace
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@implementation MPPDetection (Helpers)
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+ (MPPDetection *)detectionWithProto:(const DetectionProto &)detectionProto {
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NSMutableArray<MPPCategory *> *categories =
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[NSMutableArray arrayWithCapacity:(NSUInteger)detectionProto.score_size()];
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for (int idx = 0; idx < detectionProto.score_size(); ++idx) {
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NSInteger categoryIndex =
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detectionProto.label_id_size() > idx ? detectionProto.label_id(idx) : kDefaultCategoryIndex;
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NSString *categoryName = detectionProto.label_size() > idx
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? [NSString stringWithCppString:detectionProto.label(idx)]
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: nil;
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NSString *displayName = detectionProto.display_name_size() > idx
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? [NSString stringWithCppString:detectionProto.display_name(idx)]
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: nil;
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[categories addObject:[[MPPCategory alloc] initWithIndex:categoryIndex
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score:detectionProto.score(idx)
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categoryName:categoryName
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displayName:displayName]];
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}
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CGRect boundingBox = CGRectZero;
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if (detectionProto.location_data().has_bounding_box()) {
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const BoundingBoxProto &boundingBoxProto = detectionProto.location_data().bounding_box();
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boundingBox.origin.x = boundingBoxProto.xmin();
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boundingBox.origin.y = boundingBoxProto.ymin();
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boundingBox.size.width = boundingBoxProto.width();
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boundingBox.size.height = boundingBoxProto.height();
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}
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NSMutableArray<MPPNormalizedKeypoint *> *normalizedKeypoints;
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if (!detectionProto.location_data().relative_keypoints().empty()) {
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normalizedKeypoints = [NSMutableArray
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arrayWithCapacity:(NSUInteger)detectionProto.location_data().relative_keypoints_size()];
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for (const auto &keypoint : detectionProto.location_data().relative_keypoints()) {
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NSString *label = keypoint.has_keypoint_label()
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? [NSString stringWithCppString:keypoint.keypoint_label()]
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: nil;
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CGPoint location = CGPointMake(keypoint.x(), keypoint.y());
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float score = keypoint.has_score() ? keypoint.score() : 0.0f;
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[normalizedKeypoints addObject:[[MPPNormalizedKeypoint alloc] initWithLocation:location
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label:label
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score:score]];
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}
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}
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return [[MPPDetection alloc] initWithCategories:categories
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boundingBox:boundingBox
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keypoints:normalizedKeypoints];
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}
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@end
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