SSD Detection - 1.4.1 English

Vitis AI Library User Guide (UG1354)

Document ID
UG1354
Release Date
2021-12-11
Version
1.4.1 English

The SSD Detection library is commonly used with the SSD neuron network. SSD is a neural network which is used to detect objects. The input is a picture with some objects you want to detect. The output is a vector of the result structure containing the information of each detection box. The following image shows the result of SSD detection.

Figure 1. SSD Detection Example

The following table lists the SSD detection models supported by the Vitis AI Library.

Table 1. SSD Models
No Model Name Framework
1 ssd_mobilenet_v1_coco_tf TensorFlow
2 ssd_mobilenet_v2_coco_tf
3 ssd_resnet_50_fpn_coco_tf
4 mlperf_ssd_resnet34_tf
5 ssdlite_mobilenet_v2_coco_tf
6 ssd_inception_v2_coco_tf
7 ssd_pedestrian_pruned_0_97 Caffe
8 ssd_traffic_pruned_0_9
9 ssd_adas_pruned_0_95
10 ssd_mobilenet_v2