A light-emitting detection method of a light-emitting device based on computer vision
A technology of computer vision and optical equipment, applied in the field of image recognition, can solve problems such as hidden quality problems, inability to accurately analyze recorded data, and inability to accurately reflect light intervals in discharge intervals.
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Embodiment 1
[0061] refer to figure 2 , the first embodiment of the present invention provides a computer vision-based light output detection method for a light output device, including:
[0062] Step S100, collect the image data of the light-emitting device when it is working in the darkroom, convert the image data of each frame into a format image of a cross-platform computer image vision library, parse out the corresponding time stamp, and analyze each frame of the image in the format Pixels are identified to obtain a gray distribution histogram;
[0063] As mentioned above, the light-emitting device is a flash device that can emit light automatically or manually in real time and regularly, for example, photon hair removal instrument, photon beauty device, photon therapy device, photon sintering device and so on.
[0064] As mentioned above, in this implementation, the detection of the light-emitting device can be a photon hair removal instrument system assembled by multiple devices, ...
Embodiment 2
[0083] refer to image 3 , the second embodiment of the present invention provides a computer vision-based light-emitting device light detection method, based on the above figure 2 In the first embodiment shown, the step S200 of "judging whether the light emitting device belongs to the light emitting state in the format image of the frame according to the gray distribution histogram and the pixel points" includes:
[0084] Step S210, identifying the pixel value in the distribution histogram corresponding to the format image of each frame, and obtaining the number of pixel points corresponding to the pixel value;
[0085] Above, it needs to be explained that a pixel is composed of small squares of the image, the so-called pixels. These small squares have a clear position and an assigned color value, and the color of these small squares and position determine how the image will appear. A pixel can be regarded as an indivisible unit or element in the entire image. Indivisible ...
Embodiment 3
[0092] refer to Figure 4 , the third embodiment of the present invention provides a computer vision-based light-emitting device light detection method, based on the above image 3 In the second embodiment shown, the step S220 "according to the pixel value and the number of pixels corresponding to the pixel value is calculated to obtain the total number of pixels, the total number of dark spots, the average value of the pixel value of dark spots, and the total number of bright spots number and the average value of bright pixel values, and judge the light output according to the total number of pixels, the total number of dark spots, the average value of dark pixel values, the total number of bright spots, and the average value of bright pixel values Whether the device is in the light emitting state in the image data of the frame" includes:
[0093] Step S221, if the pixel value corresponding to the pixel point is less than the preset dark point value, then determine that the ...
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