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ResNet-Mixed-Convolution

Sports and human action recognition in videos.

ResNet Mixed Convolutions is a network with a mixture of 2D and 3D convolutions used for video understanding.

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Technical Details

Input resolution:112x112
Model checkpoint:Kinetics-400
Model size (float):44.6 MB
Model size (w8a16):11.5 MB
Number of parameters:11.7M

Applicable Scenarios

  • Camera
  • Action Recognition

License

Tags

  • backbone

Supported Compute Devices

  • Snapdragon X Elite CRD
  • Snapdragon X Plus 8-Core CRD
  • Snapdragon X2 Elite CRD

Supported Compute Chipsets

  • Snapdragon® X Elite
  • Snapdragon® X Plus 8-Core
  • Snapdragon® X2 Elite

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