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Awesome Open Source

Open Capture Camera API

A platform-agnostic camera and sensor capture API for the ZED stereo camera family

Key FeaturesBuildRunDocumentationExamplesRelatedLicense


Key Features

  • Open source C++ capture library compatible with C++11 standard
  • Video Capture
    • YUV 4:2:2 data format
    • Camera controls
  • Sensor Data Capture [Not available for ZED]
    • 6-DOF IMU (3-DOF accelerometer + 3-DOF gyroscope)
    • 3-DOF Magnetometer [Only ZED2 and ZED2i]
    • Barometer [Only ZED2 and ZED2i]
    • Sensors temperature [Only ZED2 and ZED2i]
  • Sensors/video Synchronization
  • Portable
    • Tested on Linux
    • Tested on x64, ARM
  • Small Size
    • ~100KB library size
    • libusb, hidapi dependencies
  • Complete set of examples
    • Video capture
    • Camera control
    • Stereo rectification
    • IMU, magnetometer and barometer data capture
    • Video and sensors synchronization
    • Disparity/Depth/Point Cloud extraction using OpenCV Transparent API
    • Depth tuning using OpenCV control GUI

Description

The ZED Open Capture is a multi-platform, open-source C++ library for low-level camera and sensor capture for the ZED stereo camera family. It doesn't require CUDA and therefore can be used on many desktop and embedded platforms.

The open-source library provides methods to access raw video frames, calibration data, camera controls and raw data from the camera sensors (on ZED 2, ZED 2i, and ZED Mini). A synchronization mechanism is provided to get the correct sensor data associated to a video frame.

Note: While in the ZED SDK all output data is calibrated and compensated, here the extracted raw data is not corrected by the camera and sensor calibration parameters. You can retrieve camera and sensor calibration data using the ZED SDK to correct your camera data [see zed_open_capture_rectify_example example].

Known issues

OpenGL version

On some embedded devices, like Raspberry pi 4, the depth extraction example can crash with the following error:

vtkShaderProgram.cxx:438 ERR| vtkShaderProgram (0x23a611c0): 0:1(10): error: GLSL 1.50 is not supported. Supported versions are: 1.10, 1.20, 1.00 ES, and 3.00 ES

to correctly execute the example application it is necessary to change the default OpenGL version:

export MESA_GL_VERSION_OVERRIDE=3.2

you can permanently add this configuration by adding the above command as last line of the ~/.bashrc file.

Build

Prerequisites

  • Stereo camera: ZED 2, ZED, ZED Mini
  • Linux OS
  • GCC (v7.5+)
  • CMake (v3.1+)
  • OpenCV (v3.4.0+) -Optional for the examples-

Install prerequisites

  • Install GCC compiler and build tools

    $ sudo apt install build-essential

  • Install CMake build system

    $ sudo apt install cmake

  • Install HIDAPI and LIBUSB libraries:

    $ sudo apt install libusb-1.0-0-dev libhidapi-libusb0 libhidapi-dev

  • Install OpenCV to build the examples (optional)

    $ sudo apt install libopencv-dev libopencv-viz-dev

Clone the repository

$ git clone https://github.com/stereolabs/zed-open-capture.git
$ cd zed-open-capture

Add udev rule

Stereo cameras such as ZED 2 and ZED Mini have built-in sensors (e.g. IMU) that are identified as USB HID devices. To be able to access the USB HID device, you must add a udev rule contained in the udev folder:

$ cd udev
$ bash install_udev_rule.sh
$ cd ..

Build

Build library and examples

$ mkdir build
$ cd build
$ cmake ..
$ make -j$(nproc)

Build only the library

$ mkdir build
$ cd build
$ cmake .. -DBUILD_EXAMPLES=OFF
$ make -j$(nproc)

Build only the video capture library

$ mkdir build
$ cd build
$ cmake .. -DBUILD_SENSORS=OFF -DBUILD_EXAMPLES=OFF
$ make -j$(nproc)

Build only the sensor capture library

$ mkdir build
$ cd build
$ cmake .. -DBUILD_VIDEO=OFF -DBUILD_EXAMPLES=OFF
$ make -j$(nproc)

Run

To install the library, go to the build folder and launch the following commands:

$ sudo make install
$ sudo ldconfig

Get video data

Include the videocapture.hpp header, declare a VideoCapture object and retrieve a video frame (in YUV 4:2:2 format) with getLastFrame():

#include "videocapture.hpp"
sl_oc::video::VideoCapture cap;
cap.initializeVideo();
const sl_oc::video::Frame frame = cap.getLastFrame();

Get sensors data

Include the SensorCapture header, declare a SensorCapture object, get a list of available devices, initialize the first one and finally retrieve sensors data:

#include "sensorcapture.hpp"
sl_oc::sensors::SensorCapture sens;
std::vector<int> devs = sens.getDeviceList();
sens.initializeSensors( devs[0] );
const sl_oc::sensors::data::Imu imuData = sens.getLastIMUData(5000);
const sl_oc::sensors::data::Magnetometer magData = sens.getLastMagnetometerData(100);
const sl_oc::sensors::data::Environment envData = sens.getLastEnvironmentData(100);
const sl_oc::sensors::data::Temperature tempData = sens.getLastCameraTemperatureData(100);

Running the examples

After installing the library and examples, you will have the following sample applications in your build directory:

  • zed_open_capture_video_example: This application captures and displays video frames from the camera.
  • zed_open_capture_control_example: This application captures and displays video frames from the camera and provides runtime control of camera parameters using keyboard shortcuts.
  • zed_open_capture_rectify_example: This application downloads factory stereo calibration parameters from Stereolabs server, performs stereo image rectification and displays original and rectified frames.
  • zed_open_capture_sensors_example: This application creates a SensorCapture object and displays on the command console the values of camera sensors acquired at full rate.
  • zed_open_capture_sync_example: This application creates a VideoCapture and a SensorCapture object, initialize the camera/sensors synchronization and displays on screen the video stream with the synchronized IMU data.
  • zed_open_capture_depth_example: This application captures and displays video frames, calculates disparity map, then extracts the depth map and the point cloud displaying the result and the performances estimation.
  • zed_open_capture_depth_tune_stereo: This application captures the first available stereo frames and provides GUI Controls to tune the disparity map results and save them to be used in the zed_open_capture_depth_example example

To run the examples, open a terminal console and enter the following commands:

$ zed_open_capture_video_example
$ zed_open_capture_control_example
$ zed_open_capture_rectify_example
$ zed_open_capture_sensors_example
$ zed_open_capture_sync_example
$ zed_open_capture_depth_example
$ zed_open_capture_depth_tune_stereo

Note: OpenCV is used in the examples for controls, display, and depth extraction.

Documentation

The API is documented in the Include.h files. It is also generated as a Doxygen for simpler navigation: https://stereolabs.github.io/zed-open-capture

You can also generate the documentation locally in HTML format (with Doxygen) using the commands below. Access the docs by opening doc/html/index.html in your web browser.

​ $ sudo apt-get install -y doxygen # if not previously installed $ cd doc $ ./generate_doc.sh

Coordinates system

The coordinate system is only used for sensors data. The given IMU and Magnetometer data are expressed in the RAW coordinate system as show below

Related

License

This library is licensed under the MIT License.

Support

If you need assistance go to our Community site at https://community.stereolabs.com/



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