[AI binary classification] Garlic peeling machine garlic direction recognition
[AI binary classification] Garlic peeling machine garlic direction recognition
The garlic peeling machine recognizes the direction of garlic, and regardless of changes in the size or angle of the garlic cloves, the VDS20 visual sensor can accurately identify its direction.Garlic is one of the essential seasoning varieties in our daily lives. However, the problem of difficulty in peeling garlic has always plagued us, especially in some canteens, food distribution centers, and garlic processing enterprises where garlic is used in large quantities. They usually hire dedicated personnel to manually peel garlic, which is not only time-consuming but also inefficient. Therefore, there is a garlic peeling machine that can easily peel 1 pound in one minute~
And on this device, the application of Akusense sensors is inevitable. In this issue, Xiao Ming will share it~
Application scenario
In the automatic garlic peeling machine, it is necessary for the equipment to accurately determine the direction of garlic cloves in order to improve the efficiency of garlic peeling, reduce garlic clove damage, and ensure the smooth progress of the peeling process, achieving intelligent and automated production
1. Specifically, it is necessary to test garlic of different sizes
2. Garlic has similar heads at both ends, which cannot be accurately distinguished by basic vision
Sensor Solutions
Visual Sensor VDS20 Series
1. Select Akusense Vision Sensor VDS20 series, focal length 8mm, white light source. Implement detection, binary classification, OCR recognition and other functions through the built-in deep learning algorithm of the device.
This scenario uses AI binary classification function, which combines image processing and artificial intelligence technology to achieve fast and accurate recognition of specific category targets or features in images, with high detection stability.
2. Easy to operate: Akusense VDS20 integrates deep learning algorithms and only requires a small number of samples, without the need for configuration or parameter tuning, to meet visual detection needs;
3. The Akusense VDS20 series supports one click parameter adjustment, which can automatically complete functions such as focusing, exposure, gain, and light source adjustment;
4. Supporting a working distance of 100mm-1000mm to meet the application requirements of different installation spaces;
5. Red/white dual color light sources are available for selection, with 4 sets of independently controlled light sources, supporting polarized light sources to cope with complex scenes;
6. Provide rich IO interfaces that can connect multiple input and output signals
7. IP67 protection level, fearless of harsh industrial application environments
Sensor imaging effect
OK
OK
NG
NG
NG
Test conclusion:
No matter the size or angle of the garlic clove changes, the VDS20 visual sensor can accurately identify its direction
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