最終更新:2020-09-17 (木) 06:57:39 (3d)  

MediaPipe
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MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, desktop/cloud, web and IoT devices.

a framework for building multimodal (eg. video, audio, any time series data), cross platform (i.e Android, iOS, web, edge devices) applied ML pipelines

マルチモーダル(ビデオ、オーディオ、時系列データなど)を利用したクロスプラットフォームのMLパイプラインを構築するためのフレームワーク

https://mediapipe.dev/

https://github.com/google/mediapipe

https://google.github.io/mediapipe/

ビジュアライザ

ML Solutions in MediaPipe

  • Face Detection (BlazeFace)
  • MediaPipe Face Mesh
  • MediaPipe Iris
  • Hand Detection
  • Hand Tracking
  • Multi-hand Tracking
  • Hair Segmentation
  • Object Detection
  • Object Detection and Tracking
  • Objectron: 3D Object Detection and Tracking
  • AutoFlip?: Intelligent Video Reframing
  • KNIFT: Template Matching with Neural Image Features

モデル

  • object_detection_saved_model?
  • face_detection_front.tflite?
  • face_detection_front_labelmap.txt?
  • face_landmark.tflite?
  • hair_segmentation.tflite?
  • hand_landmark.tflite?
  • hand_landmark_3d.tflite?
  • knift_float.tflite?
  • knift_float_400.tflite?
  • knift_index.pb?
  • knift_labelmap.txt?
  • object_detection_3d_chair.tflite?
  • object_detection_3d_sneakers.tflite?
  • palm_detection.tflite?
  • palm_detection_labelmap.txt?
  • ssdlite_object_detection.tflite?
  • ssdlite_object_detection_labelmap.txt?

GPU

関連

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