This model is based on NVIDIA DetectNet_v2 detector with ResNet34 as feature extractor. This architecture, also known as GridBox object detection, uses bounding-box regression on a uniform grid on the input image. Gridbox system divides an input image into a grid which predicts four normalized...
The model described in this card detects one or more faces in the given image / video. Compared to the FaceirNet model, this model gives better results on RGB images and smaller faces. Model Architecture The model is based on NVIDIA DetectNet_v2 detector with ResNet18 as a feature extract...
The model described in this card detects one or more faces in the given image / video. Compared to the PeopleNet model, this model gives better results detecting large faces, such as faces in webcam images. The model is based on NVIDIA DetectNet_v2 detector with ResNet18 as a feature ...
|detector|dssd, peoplenet_transformer, efficientdet, frcnn, retinanet, retail_detector_100, retail_detector_binary, ssd, yolov3, yolov4-tiny, yolov4, yolov5|./apps/tao_detection/ds-tao-detection -c configs/dssd_tao/pgie_dssd_tao_config.txt -i file:///$DS_SRC_PATH/samples/streams/sample...
Test 30 Streams Video Decode and TensorRT Object Detection with Output Rendered to the Display Triton Run the Sample DeepStream Triton Application Jetson AI Benchmarks Run the Jetson AI Benchmarks VPI Running the Stereo Disparity Sample Run the Harris Corners Detector Sample that Uses the PVA ...
model-engine-file=../../../../../../../samples/models/Primary_Detector/resnet10.caffemodel_b1_gpu0_int8.engine labelfile-path=../../../../../../../samples/models/Primary_Detector/labels.txt int8-calib-file=../../../../../../../samples/models/Primary_Detector/cal...
Some common computer vision applications using the PVA include feature detector, feature tracker, object tracker, stereo disparity, and visual perception. Figure 10: Orin PVA Block Diagram The Orin SoC also contains a Gen 4.2 Video Imaging Compositor (VIC) 2D Engine. The VIC enables support for ...
Intended use case The primary use case for this model is to detect faces from an RGB camera. The model can be used to detect faces from photos and videos using appropriate video or image decoding and pre-processing. The datasheet for the model is captured in it’s model card hosted atNG...
2=FP16 mode network-mode=1 num-detected-classes=1 ##1 Primary 2 Secondary process-mode=2 interval=0 gie-unique-id=2 #0 detector 1 classifier 2 segmentatio 3 instance segmentation network-type=0 operate-on-gie-id=1 operate-on-class-ids=0 cluster-mode=3 output-blob-names=output_cov/Sig...
In at least one embodiment, such an image may be passed to a face detection network, or other face detector, that can attempt to determine whether a face of a person is present in this image. A face may not be represented if, for example, the person is not currently positioned in ...