Deep Neural Networks (dnn module)

• Load Caffe framework models

  Languages: C++

  Compatibility: > OpenCV 3.3

  Author: Vitaliy Lyudvichenko

  In this tutorial you will learn how to use opencv_dnn module for image classification by using GoogLeNet trained network from Caffe model zoo.

• How to enable Halide backend for improve efficiency

  Languages: Halide

  Compatibility: > OpenCV 3.3

  Author: Dmitry Kurtaev

  This tutorial guidelines how to run your models in OpenCV deep learning module using Halide language backend.

• How to schedule your network for Halide backend

  Languages: Halide

  Compatibility: > OpenCV 3.3

  Author: Dmitry Kurtaev

  In this tutorial we describe the ways to schedule your networks using Halide backend in OpenCV deep learning module.

• How to run deep networks on Android device

  Languages: Java

  Compatibility: > OpenCV 3.3

  Author: Dmitry Kurtaev

  This tutorial will show you how to run deep learning model using OpenCV on Android device.

• YOLO DNNs

  Languages: C++, Python

  Compatibility: > OpenCV 3.3.1

  Author: Alessandro de Oliveira Faria

  In this tutorial you will learn how to use opencv_dnn module using yolo_object_detection with device capture, video file or image.

• How to run deep networks in browser

  Languages: JavaScript

  Compatibility: > OpenCV 3.3.1

  Author: Dmitry Kurtaev

  In this tutorial we'll run deep learning models in browser using OpenCV.js.

• Custom deep learning layers support

  Languages: C++, Python

  Compatibility: > OpenCV 3.4.1

  Author: Dmitry Kurtaev

  How to define custom layers to import networks.