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ResNet-3D

Sports and human action recognition in videos.

ResNet 3D is a network with 3D convolutions used for video understanding.

Technical Details

Model checkpoint:Kinetics-400
Input resolution:112x112
Number of parameters:33.4M
Model size:127 MB

Applicable Scenarios

  • Camera
  • Action Recognition

Licenses

Source Model:BSD-3-CLAUSE
Deployable Model:AI Model Hub License

Tags

  • backbone

Supported Automotive Devices

  • SA7255P ADP
  • SA8255 (Proxy)
  • SA8295P ADP
  • SA8650 (Proxy)
  • SA8775P ADP

Supported Automotive Chipsets

  • Qualcomm® SA7255P
  • Qualcomm® SA8255P (Proxy)
  • Qualcomm® SA8295P
  • Qualcomm® SA8650P (Proxy)
  • Qualcomm® SA8775P

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