Deep Neural Networks (dnn module)

Table of Contents

• • • PyTorch models with OpenCV
    • TensorFlow models with OpenCV

• Load Caffe framework models
• How to enable Halide backend for improve efficiency
• How to schedule your network for Halide backend
• OpenCV usage with OpenVINO
• YOLO DNNs
• How to run deep networks in browser
• Custom deep learning layers support
• How to run custom OCR model
• High Level API: TextDetectionModel and TextRecognitionModel
• DNN-based Face Detection And Recognition

PyTorch models with OpenCV

In this section you will find the guides, which describe how to run classification, segmentation and detection PyTorch DNN models with OpenCV.

• Conversion of PyTorch Classification Models and Launch with OpenCV Python
• Conversion of PyTorch Classification Models and Launch with OpenCV C++
• Conversion of PyTorch Segmentation Models and Launch with OpenCV

TensorFlow models with OpenCV

In this section you will find the guides, which describe how to run classification, segmentation and detection TensorFlow DNN models with OpenCV.

• Conversion of TensorFlow Classification Models and Launch with OpenCV Python
• Conversion of TensorFlow Detection Models and Launch with OpenCV Python
• Conversion of TensorFlow Segmentation Models and Launch with OpenCV