SC7000 Series Smart Camera User Manual
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methods to determine the ROI.
Figure 8-12 Set ROI Area
Regarding fixture, you can select different methods to fix positions after enabling it, including link
specific information, by point or by coordinate.
8.4.1 Deep Learning Training Tool
The deep learning training tool is used to train samples before deep learning, and it needs large
amount of data to achieve a higher accuracy. Deep learning training allows the PC to automatically
learn patterns and features, and integrate them into the modeling process, thus reducing the
incompleteness caused by the artificially designed features.
Note
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The tool of DL character location, DL classification, DL object detection, and DL character
recognition has corresponding model files by default. You can also use the deep learning
training tool to create new model files according to actual demands.
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You can download the Deep Learning Tool V1.1.0 from https://en.hikrobotics.com/.
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The PC should be equipped with the video memory of 6 GB or above, and it is recommended to
use GTX1660Ti, GTX1080Ti, RTX2070, RTX2080, and RTX2080Ti.
Character Training
Character training is used to train samples for knowing characters before DL character recognition
or location. In the training process, the more the sample quantity, the higher accuracy rate of the
character recognition.
