-This repository provides a GPU-accelerated package for object detection based on [DetectNet](https://developer.nvidia.com/blog/detectnet-deep-neural-network-object-detection-digits/). Using a trained deep-learning model and a monocular camera, the `isaac_ros_detectnet` package can detect objects of interest in an image and provide bounding boxes. [DetectNet](https://catalog.ngc.nvidia.com/orgs/nvidia/models/tlt_pretrained_detectnet_v2/version) is similar to other popular object detection models such as YOLOV3, FasterRCNN, SSD, and others while being efficient with multiple object classes in large images.
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