mediapipe/mediapipe/examples/ios/handdetectiongpu/ViewController.mm
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GitOrigin-RevId: 5b23708185311ae39a8605b0c2eff721e7b4939f
2020-08-05 20:27:31 -04:00

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// Copyright 2019 The MediaPipe Authors.
//
// 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 "ViewController.h"
#import "mediapipe/objc/MPPGraph.h"
#import "mediapipe/objc/MPPCameraInputSource.h"
#import "mediapipe/objc/MPPLayerRenderer.h"
static NSString* const kGraphName = @"hand_detection_mobile_gpu";
static const char* kInputStream = "input_video";
static const char* kOutputStream = "output_video";
static const char* kVideoQueueLabel = "com.google.mediapipe.example.videoQueue";
@interface ViewController () <MPPGraphDelegate, MPPInputSourceDelegate>
// The MediaPipe graph currently in use. Initialized in viewDidLoad, started in viewWillAppear: and
// sent video frames on _videoQueue.
@property(nonatomic) MPPGraph* mediapipeGraph;
@end
@implementation ViewController {
/// Handles camera access via AVCaptureSession library.
MPPCameraInputSource* _cameraSource;
/// Inform the user when camera is unavailable.
IBOutlet UILabel* _noCameraLabel;
/// Display the camera preview frames.
IBOutlet UIView* _liveView;
/// Render frames in a layer.
MPPLayerRenderer* _renderer;
/// Process camera frames on this queue.
dispatch_queue_t _videoQueue;
}
#pragma mark - Cleanup methods
- (void)dealloc {
self.mediapipeGraph.delegate = nil;
[self.mediapipeGraph cancel];
// Ignore errors since we're cleaning up.
[self.mediapipeGraph closeAllInputStreamsWithError:nil];
[self.mediapipeGraph waitUntilDoneWithError:nil];
}
#pragma mark - MediaPipe graph methods
+ (MPPGraph*)loadGraphFromResource:(NSString*)resource {
// Load the graph config resource.
NSError* configLoadError = nil;
NSBundle* bundle = [NSBundle bundleForClass:[self class]];
if (!resource || resource.length == 0) {
return nil;
}
NSURL* graphURL = [bundle URLForResource:resource withExtension:@"binarypb"];
NSData* data = [NSData dataWithContentsOfURL:graphURL options:0 error:&configLoadError];
if (!data) {
NSLog(@"Failed to load MediaPipe graph config: %@", configLoadError);
return nil;
}
// Parse the graph config resource into mediapipe::CalculatorGraphConfig proto object.
mediapipe::CalculatorGraphConfig config;
config.ParseFromArray(data.bytes, data.length);
// Create MediaPipe graph with mediapipe::CalculatorGraphConfig proto object.
MPPGraph* newGraph = [[MPPGraph alloc] initWithGraphConfig:config];
[newGraph addFrameOutputStream:kOutputStream outputPacketType:MPPPacketTypePixelBuffer];
return newGraph;
}
#pragma mark - UIViewController methods
- (void)viewDidLoad {
[super viewDidLoad];
_renderer = [[MPPLayerRenderer alloc] init];
_renderer.layer.frame = _liveView.layer.bounds;
[_liveView.layer addSublayer:_renderer.layer];
_renderer.frameScaleMode = MPPFrameScaleModeFillAndCrop;
dispatch_queue_attr_t qosAttribute = dispatch_queue_attr_make_with_qos_class(
DISPATCH_QUEUE_SERIAL, QOS_CLASS_USER_INTERACTIVE, /*relative_priority=*/0);
_videoQueue = dispatch_queue_create(kVideoQueueLabel, qosAttribute);
_cameraSource = [[MPPCameraInputSource alloc] init];
[_cameraSource setDelegate:self queue:_videoQueue];
_cameraSource.sessionPreset = AVCaptureSessionPresetHigh;
_cameraSource.cameraPosition = AVCaptureDevicePositionFront;
// The frame's native format is rotated with respect to the portrait orientation.
_cameraSource.orientation = AVCaptureVideoOrientationPortrait;
// When using the front camera, mirror the input for a more natural look.
_cameraSource.videoMirrored = YES;
self.mediapipeGraph = [[self class] loadGraphFromResource:kGraphName];
self.mediapipeGraph.delegate = self;
// Set maxFramesInFlight to a small value to avoid memory contention for real-time processing.
self.mediapipeGraph.maxFramesInFlight = 2;
}
// In this application, there is only one ViewController which has no navigation to other view
// controllers, and there is only one View with live display showing the result of running the
// MediaPipe graph on the live video feed. If more view controllers are needed later, the graph
// setup/teardown and camera start/stop logic should be updated appropriately in response to the
// appearance/disappearance of this ViewController, as viewWillAppear: can be invoked multiple times
// depending on the application navigation flow in that case.
- (void)viewWillAppear:(BOOL)animated {
[super viewWillAppear:animated];
[_cameraSource requestCameraAccessWithCompletionHandler:^void(BOOL granted) {
if (granted) {
[self startGraphAndCamera];
dispatch_async(dispatch_get_main_queue(), ^{
_noCameraLabel.hidden = YES;
});
}
}];
}
- (void)startGraphAndCamera {
// Start running self.mediapipeGraph.
NSError* error;
if (![self.mediapipeGraph startWithError:&error]) {
NSLog(@"Failed to start graph: %@", error);
}
// Start fetching frames from the camera.
dispatch_async(_videoQueue, ^{
[_cameraSource start];
});
}
#pragma mark - MPPGraphDelegate methods
// Receives CVPixelBufferRef from the MediaPipe graph. Invoked on a MediaPipe worker thread.
- (void)mediapipeGraph:(MPPGraph*)graph
didOutputPixelBuffer:(CVPixelBufferRef)pixelBuffer
fromStream:(const std::string&)streamName {
if (streamName == kOutputStream) {
// Display the captured image on the screen.
CVPixelBufferRetain(pixelBuffer);
dispatch_async(dispatch_get_main_queue(), ^{
[_renderer renderPixelBuffer:pixelBuffer];
CVPixelBufferRelease(pixelBuffer);
});
}
}
#pragma mark - MPPInputSourceDelegate methods
// Must be invoked on _videoQueue.
- (void)processVideoFrame:(CVPixelBufferRef)imageBuffer
timestamp:(CMTime)timestamp
fromSource:(MPPInputSource*)source {
if (source != _cameraSource) {
NSLog(@"Unknown source: %@", source);
return;
}
[self.mediapipeGraph sendPixelBuffer:imageBuffer
intoStream:kInputStream
packetType:MPPPacketTypePixelBuffer];
}
@end