Qualcomm® AI HubAI Hub

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.

View for other chipsets
Model RepositoryHugging Face

Technical Details

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

Applicable Scenarios

  • Factory Automation
  • Robotic Navigation
  • Camera

License

Model:APACHE-2.0

Supported IoT Devices

  • 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
  • QCS8275 (Proxy)
  • QCS8550 (Proxy)

Supported IoT Chipsets

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

Related Models

See all models
View details for the DETR-ResNet50-DC5 model.

DETR-ResNet50-DC5

Transformer based object detector with ResNet50 backbone (dilated C5 stage).

View details for the DETR-ResNet101-DC5 model.

DETR-ResNet101-DC5

Transformer based object detector with ResNet101 backbone (dilated C5 stage).

View details for the DETR-ResNet101 model.

DETR-ResNet101

Transformer based object detector with ResNet101 backbone.

Looking for more? See models created by industry leaders.

Discover Model Makers