Table Of Contents

• Description
  • Structure
• Parameters
• Additional resources
• License
• Changelog
• Known issues

Description

The SpecialSlice plugin slice the detections of MaskRCNN from [y1, x1, y2, x2, class_label, score] to [y1, x1, y2, x2]. It is used in sampleMaskRCNN.

Structure

This plugin supports the NCHW format. It takes one input tensor: detections

detections is the output of DetectionLayer in MaskRCNN model. Its shape is [N, num_det, 6] where N is the batch size, num_det is the number of detections generated from DetectionLayer and 6 means 6 elements of a detection [y1, x1, y2, x2, class_label, score].

This plugin generates one output tensor of shape [N, num_det, 4].

Parameters

This plugin has the plugin creator class FlattenConcatPluginCreator and the plugin class FlattenConcat.

This plugin has no parameter.

Additional resources

The following resources provide a deeper understanding of the flattenConcat plugin:

• MaskRCNN

License

For terms and conditions for use, reproduction, and distribution, see the TensorRT Software License Agreement documentation.

Changelog

June 2019 This is the first release of this README.md file.

Known issues

There are no known issues in this plugin.