Python 与相机入门指南

使用 Python 以及 C、C++ 和 C#,您可以完成所有必要的操作:

  • 显示影像串流

  • 采集单张图像,包含手动与自动模式

  • 采集视频文件

  • 设置所有相机属性

Windows:

安装方式:python3 -m pip install imagingcontrol4

驱动程序:适用于您 The Imaging Source 相机的 GenTL Producer,可从以下路径获取:https://www.theimagingsource.com/en-us/support/download/

说明文件: IC Imaging Control 4 Python Library

示例: https://github.com/TheImagingSource/ic4-examples/tree/master/python

单张图像抓取示例:

import imagingcontrol4 as ic4
ic4.Library.init()

# Create a Grabber object
grabber = ic4.Grabber()

# Open the first available video capture device
first_device_info = ic4.DeviceEnum.devices()[0]
grabber.device_open(first_device_info)

# Set the resolution to 640x480
grabber.device_property_map.set_value(ic4.PropId.WIDTH, 640)
grabber.device_property_map.set_value(ic4.PropId.HEIGHT, 480)

# Create a SnapSink. A SnapSink allows grabbing single images (or image sequences) out of a data stream.
sink = ic4.SnapSink()
# Setup data stream from the video capture device to the sink and start image acquisition.
grabber.stream_setup(sink, setup_option=ic4.StreamSetupOption.ACQUISITION_START)

try:
    # Grab a single image out of the data stream.
    image = sink.snap_single(1000)

    # Print image information.
    print(f"Received an image. ImageType: {image.image_type}")

    # Save the image.
    image.save_as_bmp("test.bmp")

except ic4.IC4Exception as ex:
    print(ex.message)
        
# Stop the data stream.
grabber.stream_stop()

Linux:

安装方式:请前往 https://www.theimagingsource.com/en-us/support/download/ 的"SDKs"章节,下载适用于您 Linux 平台的

驱动程序:无需安装。

说明文件: tiscamera

示例: https://github.com/TheImagingSource/tiscamera/tree/master/examples/pythonhttps://github.com/TheImagingSource/Linux-tiscamera-Programming-Samples/tree/master/python

单张图像抓取示例:

import time
import sys
import gi

gi.require_version("Gst", "1.0")

from gi.repository import Gst

def main():

    Gst.init(sys.argv)  # init gstreamer

    serial = None

    pipeline = Gst.parse_launch("tcambin name=bin "
                                " ! videoconvert"
                                " ! ximagesink sync=false")

    # retrieve the bin element from the pipeline
    camera = pipeline.get_by_name("bin")

    # serial is defined, thus make the source open that device
    if serial is not None:
        camera.set_property("serial", serial)

    pipeline.set_state(Gst.State.PLAYING)

    print("Press Ctrl-C to stop.")

    # We wait with this thread until a
    # KeyboardInterrupt in the form of a Ctrl-C
    # arrives. This will cause the pipline
    # to be set to state NULL
    try:
        while True:
            time.sleep(1)
    except KeyboardInterrupt:
        pass
    finally:
        pipeline.set_state(Gst.State.NULL)

if __name__ == "__main__":
    main()

针对 Raspberry Pi 5 的补充信息(可能也适用于 Raspberry Pi 4):需安装的软件包:

sudo apt install python3-gi python3-gst-1.0

此外,也可以安装 OpenCV

sudo apt install python3-opencv

这显示了如何通过 apt 进行安装。使用 pip3 的操作方式也类似。不过,将 apt 和 pip3 的安装方式混用并非一个好主意。

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