Microscope rapid and accurate automatic focusing method and system, computer equipment and medium
An autofocus and microscope technology, applied in the field of image analysis, can solve problems such as low precision, low efficiency, and inability to focus quickly and accurately, achieving the effect of achieving a high degree of automation and reducing labor costs
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test proportion 9
[0117] In the process of forward propagation, as the number of layers increases, the feature information of the image decreases layer by layer. After the addition of the residual network, the next layer contains more image feature information than the previous layer, so as to ensure that the gradient does not disappear and the model can be better trained. 5000 picture data were collected, 1000 pictures per class, and the training test ratio was 9:1; the training set classification result was 95%, and the test set recognition result was 92%.
[0118] Classification guide motor step principle:
[0119] When the image is in category 1, the pre-motor progression is 4d;
[0120] When the image is located in category 2, the advance in front of the motor is 2d;
[0121] When the image is in Category 3, stop focusing;
[0122] When the image is in category 4, the motor step back is 2d;
[0123] When the image is in category 5, the motor step back is 2d.
[0124] Proof portion (specific embo...
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