Tutorial Darknet* YOLOv4 Model

The tutorial follows the recommendations on importing an original model and shows how to import an original Darknet* YOLOv4 model of object detection use case, and Darknet* framework.

Model

Use Case

Framework

Source

Dataset

yolo-v4

Object Detection

Darknet

Github repository

Not Annotated

In this tutorial, you will learn how to:

  1. Import the model.

  2. Create a dataset.

  3. Analyze the model inferencing performance.

  4. Optimize the model.

  5. Analyze the model accuracy performance.

  6. Create deployment package with the model.

Import the model

Create a dataset

Analyze the model inferencing performance

Optimize the model

Measure Accuracy

Create deployment package with the model

See Also

Congratulations! You have completed the DL Workbench workflow for yolov4 model. Additionally, you can try the following capabilities: