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Simplify default options for GestureRecognize

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PiperOrigin-RevId: 500729643
This commit is contained in:
Sebastian Schmidt 2023-01-09 09:11:37 -08:00 committed by Copybara-Service
parent e0a254789a
commit 1bbe065647
3 changed files with 17 additions and 30 deletions
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2
mediapipe/tasks/testdata/vision/BUILD vendored
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@ -38,6 +38,7 @@ mediapipe_files(srcs = [
"coco_ssd_mobilenet_v1_1.0_quant_2018_06_29_with_dummy_score_calibration.tflite", "coco_ssd_mobilenet_v1_1.0_quant_2018_06_29_with_dummy_score_calibration.tflite",
"deeplabv3.tflite", "deeplabv3.tflite",
"fist.jpg", "fist.jpg",
"fist.png",
"hand_landmark_full.tflite", "hand_landmark_full.tflite",
"hand_landmark_lite.tflite", "hand_landmark_lite.tflite",
"hand_landmarker.task", "hand_landmarker.task",
@ -95,6 +96,7 @@ filegroup(
"cats_and_dogs_no_resizing.jpg", "cats_and_dogs_no_resizing.jpg",
"cats_and_dogs_rotated.jpg", "cats_and_dogs_rotated.jpg",
"fist.jpg", "fist.jpg",
"fist.png",
"hand_landmark_full.tflite", "hand_landmark_full.tflite",
"hand_landmark_lite.tflite", "hand_landmark_lite.tflite",
"left_hands.jpg", "left_hands.jpg",

31
mediapipe/tasks/web/vision/gesture_recognizer/gesture_recognizer.ts
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@ -54,7 +54,7 @@ const GESTURE_RECOGNIZER_GRAPH =
'mediapipe.tasks.vision.gesture_recognizer.GestureRecognizerGraph'; 'mediapipe.tasks.vision.gesture_recognizer.GestureRecognizerGraph';
const DEFAULT_NUM_HANDS = 1; const DEFAULT_NUM_HANDS = 1;
const DEFAULT_SCORE_THRESHOLD = 0.5; const DEFAULT_CONFIDENCE = 0.5;
const DEFAULT_CATEGORY_INDEX = -1; const DEFAULT_CATEGORY_INDEX = -1;
/** Performs hand gesture recognition on images. */ /** Performs hand gesture recognition on images. */
@ -143,8 +143,6 @@ export class GestureRecognizer extends VisionTaskRunner {
new HandGestureRecognizerGraphOptions(); new HandGestureRecognizerGraphOptions();
this.options.setHandGestureRecognizerGraphOptions( this.options.setHandGestureRecognizerGraphOptions(
this.handGestureRecognizerGraphOptions); this.handGestureRecognizerGraphOptions);
this.initDefaults();
} }
protected override get baseOptions(): BaseOptionsProto { protected override get baseOptions(): BaseOptionsProto {
@ -165,22 +163,14 @@ export class GestureRecognizer extends VisionTaskRunner {
* @param options The options for the gesture recognizer. * @param options The options for the gesture recognizer.
*/ */
override setOptions(options: GestureRecognizerOptions): Promise<void> { override setOptions(options: GestureRecognizerOptions): Promise<void> {
if ('numHands' in options) {
this.handDetectorGraphOptions.setNumHands( this.handDetectorGraphOptions.setNumHands(
options.numHands ?? DEFAULT_NUM_HANDS); options.numHands ?? DEFAULT_NUM_HANDS);
}
if ('minHandDetectionConfidence' in options) {
this.handDetectorGraphOptions.setMinDetectionConfidence( this.handDetectorGraphOptions.setMinDetectionConfidence(
options.minHandDetectionConfidence ?? DEFAULT_SCORE_THRESHOLD); options.minHandDetectionConfidence ?? DEFAULT_CONFIDENCE);
}
if ('minHandPresenceConfidence' in options) {
this.handLandmarksDetectorGraphOptions.setMinDetectionConfidence(
options.minHandPresenceConfidence ?? DEFAULT_SCORE_THRESHOLD);
}
if ('minTrackingConfidence' in options) {
this.handLandmarkerGraphOptions.setMinTrackingConfidence( this.handLandmarkerGraphOptions.setMinTrackingConfidence(
options.minTrackingConfidence ?? DEFAULT_SCORE_THRESHOLD); options.minTrackingConfidence ?? DEFAULT_CONFIDENCE);
} this.handLandmarksDetectorGraphOptions.setMinDetectionConfidence(
options.minHandPresenceConfidence ?? DEFAULT_CONFIDENCE);
if (options.cannedGesturesClassifierOptions) { if (options.cannedGesturesClassifierOptions) {
// Note that we have to support both JSPB and ProtobufJS and cannot // Note that we have to support both JSPB and ProtobufJS and cannot
@ -281,17 +271,6 @@ export class GestureRecognizer extends VisionTaskRunner {
} }
} }
/** Sets the default values for the graph. */
private initDefaults(): void {
this.handDetectorGraphOptions.setNumHands(DEFAULT_NUM_HANDS);
this.handDetectorGraphOptions.setMinDetectionConfidence(
DEFAULT_SCORE_THRESHOLD);
this.handLandmarksDetectorGraphOptions.setMinDetectionConfidence(
DEFAULT_SCORE_THRESHOLD);
this.handLandmarkerGraphOptions.setMinTrackingConfidence(
DEFAULT_SCORE_THRESHOLD);
}
/** Converts the proto data to a Category[][] structure. */ /** Converts the proto data to a Category[][] structure. */
private toJsCategories(data: Uint8Array[], populateIndex = true): private toJsCategories(data: Uint8Array[], populateIndex = true):
Category[][] { Category[][] {

6
third_party/external_files.bzl vendored
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@ -286,6 +286,12 @@ def external_files():
urls = ["https://storage.googleapis.com/mediapipe-assets/fist_landmarks.pbtxt?generation=1666999360561864"], urls = ["https://storage.googleapis.com/mediapipe-assets/fist_landmarks.pbtxt?generation=1666999360561864"],
) )
http_file(
name = "com_google_mediapipe_fist_png",
sha256 = "4397b3d3f590c88a8de7d21c08d73a0df4a97fd93f92cbd086eef37fd246daaa",
urls = ["https://storage.googleapis.com/mediapipe-assets/fist.png?generation=1672952068696274"],
)
http_file( http_file(
name = "com_google_mediapipe_general_meta_json", name = "com_google_mediapipe_general_meta_json",
sha256 = "b95363e4bae89b9c2af484498312aaad4efc7ff57c7eadcc4e5e7adca641445f", sha256 = "b95363e4bae89b9c2af484498312aaad4efc7ff57c7eadcc4e5e7adca641445f",