HxI

Human <computer/machine/robot> interfaces (HxI)

Pose estimation

• Body:

  • Kinect API
  • OpenKinect
  • Azure Kinect DK
  • Alpha-Pose

• Head:

  • OpenFace
  • OpenHeadPose

• Hands:

  • OpenPose
  • LEAP
  • OpenNI/NITE

Visual Data Processing

• FaceReader
• Affdex SDK
• MicrosoftFace API
• eMax
• NAOqi
• dlib
• OKAO Vision
• OpenVINO model zoo
• GazeSense
• ResNet

Supervised object detection models

• AlexNet
• YOLO

Face detection

• Viola-Jones
• AKA Haar classifier
• cascadeclassifier
• OpenCV

Automatic Speech Recognition (ASR)

• Google
• Microsoft
• Dragon Naturally Speaking (15 usd - 500 usd)
• Siri
• Amazon
• Kaldi (~40 Gb)
• Julius
• CMUSphinx
• HMM Toolkit (HTK)

Audio features / signal processing

• TorchAudio
• Honk
• Praat
• openEAR
• openSMILE
• OpenCCG