Group Keypoint Detection: Available Models

Group Keypoint Detection: Available Models

Available Models
We continuously test, evaluate and add available off-the-shelf models to be used immediately. Currently, we have added following models to the Group Keypoint Detection Node.

Available models to run on CPU
  1. resnet50
  2. resnet101
  3. resnet152
  4. resnext50
  5. shufflenetv2x1
  6. shufflenetv2x2
Available models to run on VPU (Intel Movidius Myriad X)
  1. openpose_256_FP16_2020
  2. posenet_mobilenet_v1_224_050_FP16
  3. posenet_mobilenet_v1_224_075_FP16
  4. posenet_mobilenet_v1_224_100_FP16
  5. posenet_mobilenet_v1_224_101_FP16
Available models to run on NVIDIA GPU
  1. coco_resnet_101
Available models to run on TPU (Google Coral)
  1. posenet_resnet_50_416_288_16_quant_edgetpu_decoder.tflite
  2. posenet_resnet_50_640_480_16_quant_edgetpu_decoder.tflite
  3. posenet_resnet_50_768_496_32_quant_edgetpu_decoder.tflite
  4. posenet_resnet_50_864_624_32_quant_edgetpu_decoder.tflite
  5. posenet_resnet_50_928_672_16_quant_edgetpu_decoder.tflite
  6. posenet_resnet_50_960_736_32_quant_edgetpu_decoder.tflite
    • Related Articles

    • Overview Group Keypoint Detection Node

      The Group Keypoint Detection Node is used to detect the keypoints such as human pose and facial landmarks with pre-trained or custom deep learning models on GPU, CPU, TPU (Google Coral) or VPU (Intel Movidius Myriad X). Input and Output Input: Frame ...
    • Object Detection: Available Models

      Available Models While the Object Detection module allows you to link your own private and customized models for object detection, we continuously test, evaluate and add available off-the-shelf models to be used immediately. Currently, we have added ...
    • Image Classification: Available Models

      Available Models We continuously test, evaluate and add available off-the-shelf models to be used immediately. Currently, we have added following models to the Image Classification Node. Available models to run on CPU mobilenet resnet50 vgg19 ...
    • Object Segmentation: Available Models

      Available Models We continuously test, evaluate and add available off-the-shelf models to be used immediately. Currently, we have added following models to the Object Segmentation Node. Available models to run on CPU ...
    • Overview Fall Detection Node

      The Fall Detection Node detects and tracks the movement of people to identify if a person is falling. Input and Output Input: Group Keypoint Detection output message and stream Output: Fall detection message and stream Supported architecture: ...