代码生成、GPU 和第三方支持
MATLAB Coder™、Simulink Coder™ 和 Embedded Coder™ 可从支持 C/C++ 代码生成的 Computer Vision Toolbox™ 函数中生成符合 ANSI 标准的 C/C++ 代码和独立可执行文件。
GPU Coder 可为支持 GPU 代码生成的函数生成 CUDA® 代码和独立可执行文件。Computer Vision Toolbox 还包括可以在 GPU 上自动运行的函数。这种支持需要 Parallel Computing Toolbox™。
Computer Vision Toolbox 提供 OpenCV 接口 C++ API 和光学字符识别 (OCR) 语言数据文件支持包。使用 API 将 OpenCV C++ 代码集成到 MATLAB® 中。您还可以使用此支持包来编译调用 OpenCV 函数的 MEX 文件。
类别
- C 代码生成
为工具箱函数、对象和模块生成 C/C++ 代码和 MEX 函数
- GPU 代码生成和加速
从 MATLAB 生成 CUDA 代码
- OpenCV 支持
将相机参数、MEX 文件支持和预置的 MATLAB 接口转换为 OpenCV
- Simulink 的 OpenCV 接口
将 OpenCV 代码导入 Simulink® 中
- HDL 代码生成
使用 HDL Coder™ 和 Vision HDL Toolbox™ 中的硬件友好模块为视觉算法生成 HDL 代码
精选示例
Code Generation for Depth Estimation from Stereo Video
Use the MATLAB® Coder™ to generate C code for a MATLAB function, which uses the stereoParameters object produced by Stereo Camera Calibrator app or the estimateCameraParameters function. The example explains how to modify the MATLAB code in the Depth Estimation from Stereo Video example to support code generation.
Detect Face (Raspberry Pi2)
Use the MATLAB® Coder™ to generate C code from a MATLAB file and deploy the application on an ARM target.
Track Face (Raspberry Pi2)
Use the MATLAB® Coder™ to generate C code from a MATLAB file and deploy the application on ARM target.
Code Generation for Face Tracking with PackNGo
Generate code from Face Detection and Tracking Using the KLT Algorithm example with packNGo function. The packNGo (MATLAB Coder) function packages all relevant files in a compressed zip file so you can relocate, unpack, and rebuild your project in another development environment without MATLAB present. This example also shows how to create a makefile for the packNGo content, rebuild the source files and finally run the standalone executable outside MATLAB environment.
Code Generation for Object Detection by Using YOLO v2
Generate CUDA® code for object detection using YOLO v2.
Code Generation for Object Detection by Using Single Shot Multibox Detector
Generate CUDA code for an SSD network.
Noise Removal and Image Sharpening
Use Vision HDL Toolbox™ to implement an FPGA-based module for image enhancement.
