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Detectron2-Detection

A next‑generation library for object detection.

Detectron2‑Detection is a machine learning model that can detect objects (trained on COCO dataset).

Not supported

This model is currently not supported on any IoT chipset.

To see performance metrics for this model on other chipsets, click the button below.

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Model RepositoryHugging Face

Technical Details

Input resolution:800x800
Model checkpoint:faster_rcnn_R_50_C4_1x
Model size (float):129 MB
Number of parameters:33.8M

Applicable Scenarios

  • Factory Automation
  • Robotic Navigation
  • Camera

License

Model:APACHE-2.0

Supported IoT Devices

  • Dragonwing IQ-8275 EVK
  • Dragonwing IQ-9075 EVK
  • Dragonwing IQ-X5121
  • Dragonwing IQ-X7181
  • Dragonwing Q-6690 MTP
  • Dragonwing Q-7790
  • Dragonwing Q-8750
  • Dragonwing RB3 Gen 2 Vision Kit
  • QCS8550 (Proxy)

Supported IoT Chipsets

  • Qualcomm® Dragonwing™ Q-6690
  • Qualcomm® Dragonwing™ QCS6490
  • Qualcomm® Dragonwing™ IQ-X7181
  • Qualcomm® Dragonwing™ Q-7790
  • Qualcomm® Dragonwing™ QCS8275
  • Qualcomm® Dragonwing™ QCS8550 (Proxy)
  • Qualcomm® Dragonwing™ Q-8750
  • Qualcomm® Dragonwing™ IQ-9075

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