Semantic Segmentation - 1.1 English

Vitis AI Library User Guide (UG1354)

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1.1 English

The semantic segmentation of image is to assign a semantic category to each pixel in the input image, so as to obtain the pixelated intensive classification. Libsegmentation is a segmentation lib which can be used in ADAS field. It offers simple interfaces for developer to deploy segmentation task on Xilinx FPGA.

The following is an example of semantic segmentation, where the goal is to predict class labels for each pixel in the image.

Figure 1. Semantic Segmentation Example

The following table shows the semantic segmentation model supported by the AI Library.

Table 1. The semantic segmentation model list
No Model Name Framework
1 fpn Caffe