ResNet-3D

Sports and human action recognition in videos.

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

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Technical Details

Model checkpoint:Kinetics-400
Input resolution:112x112
Number of parameters:33.4M
Model size (float):127 MB
Model size (w8a8):32.1 MB

Applicable Scenarios

  • Camera
  • Action Recognition

License

Tags

  • backbone

Supported IoT Devices

  • Dragonwing IQ-9075 EVK
  • Dragonwing Q-6690 MTP
  • Dragonwing RB3 Gen 2 Vision Kit
  • QCS8275 (Proxy)
  • QCS8550 (Proxy)

Supported IoT Chipsets

  • Qualcomm® QCM6690
  • Qualcomm® QCS6490
  • Qualcomm® QCS8275 (Proxy)
  • Qualcomm® QCS8550 (Proxy)
  • Qualcomm® QCS9075

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