Object Detection: Available Models

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 followoing models to the Object Detection Node.

Available models to run on CPU
  1. ssd_mobilenet_v1_coco_2018_01_28
  2. ssd_inception_v2_coco_2018_01_28
  3. ssdlite_mobilenet_v2_coco_2018_05_09
  4. faster_rcnn_inception_v2_coco_2018_01_28
  5. faster_rcnn_resnet50_coco_2018_01_28
  6. faster_rcnn_resnet101_coco_2018_01_28
  7. faster_rcnn_inception_resnet_v2_atrous_coco_2018_01_28
  8. faster_rcnn_inception_resnet_v2_atrous_oid_v4_2018_12_12
  9. faster_rcnn_inception_resnet_v2_atrous_oid_2018_01_28
  10. efficientdet_d0_coco17_tpu-32
  11. efficientdet_d4_coco17_tpu-32
  12. ssd_mobilenet_v2_320x320_coco17_tpu-8
  13. ssd_resnet50_v1_fpn_640x640_coco17_tpu-8
  14. faster_rcnn_resnet50_v1_640x640_coco17_tpu-8
  15. faster_rcnn_resnet101_v1_640x640_coco17_tpu-8
  16. yolov3
  17. yolov3_tiny
  18. yolov4
  19. yolov4_tiny
Available models to run on VPU (Intel Movidius Myriad X)
  1. yolov3_FP16_2021
  2. face-detection-retail-0004
  3. ssd_mobilenet_v2_coco_2018_03_29
  4. person-detection-0200
  5. person-detection-0201
  6. person-detection-retail-0013
  7. person-vehicle-bike-detection-2000
  8. person-vehicle-bike-detection-crossroad-0078
  9. vehicle-detection-0200
  10. vehicle-detection-0201
Available models to run on NVIDIA GPU
  1. ssd_mobilenet_v1_coco_2018_01_28
  2. ssd_inception_v2_coco_2018_01_28
  3. ssdlite_mobilenet_v2_coco_2018_05_09
  4. faster_rcnn_inception_v2_coco_2018_01_28
  5. faster_rcnn_resnet50_coco_2018_01_28
  6. faster_rcnn_resnet101_coco_2018_01_28
  7. faster_rcnn_inception_resnet_v2_atrous_coco_2018_01_28
  8. ssd_mobilenet_v2_oid_v4_2018_12_12
  9. faster_rcnn_inception_resnet_v2_atrous_oid_v4_2018_12_12
  10. faster_rcnn_inception_resnet_v2_atrous_oid_2018_01_28
  11. efficientdet_d0_coco17_tpu-32
  12. efficientdet_d4_coco17_tpu-32
  13. ssd_mobilenet_v2_320x320_coco17_tpu-8
  14. ssd_resnet50_v1_fpn_640x640_coco17_tpu-8
  15. faster_rcnn_resnet50_v1_640x640_coco17_tpu-8
  16. faster_rcnn_resnet101_v1_640x640_coco17_tpu-8
  17. yolov3
  18. yolov3_tiny
  19. yolov4
  20. yolov4_tiny
Available models to run on TPU (Google Coral)
  1. mobilenet_ssd_v1_coco_quant_postprocess_edgetpu
  2. mobilenet_ssd_v2_coco_quant_postprocess_edgetpu

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