YOLOV3 Detection - 1.1 English

Vitis AI Library User Guide (UG1354)

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1.1 English

This lib is in common use to YOLO neuron network. YOLO is a neural network which is used to detect objects. Now its version is v3. Input is a picture with one or more objects. Output is a vector of the result struct which is composed of the detected information. The following image shows the result of YOLOv3 detection.

Figure 1. YOLOv3 Detection Example

The following table shows the YOLOv3 detection model supported by the AI Library.

Table 1. The YOLOv3 detection model list
No Model Name Framework
1 yolov3_voc_tf Tensorflow
2 yolov3_adas_pruned_0_9 Caffe
3 yolov3_voc
4 yolov3_bdd