This Image_PCB_ResNetSSD512_Caffe uses the Caffe framework, which is more than twice as fast as Keras.
Mask R-CNN is an extended application of Faster R-CNN, adding a branch more than Faster r-cnn. The target pixels are segmented while the target is being detected.
Image_PCB_ResNetSSD300_Caffe uses the Caffe framework, which is more than twice as fast as Keras.
Mask R-CNN is an extended application of Faster R-CNN, adding a branch more than Faster R-CNN to segment the target pixels while detecting the target.
This Image_Classify_VGG16_Caffe is using the Caffe framework, VGG16 network architecture is used to train the model and to classify the images through trained models.
This solution of Image_PCB_SSD512_Caffe is implemented by Caffe framework and SSD512 (Single Shot MultiBox Detector).
The DNN Library of OpenR8 contains 25 functions, which can be used for image classification, object detection, numerical prediction, time series data prediction.
For an example of using HttpServer, you can refer to the documentation of HttpServer_DeepLearning in the folder OpenR8/solution.
A function library related to strings. Contains string addition, merge two strings, copy the string, copy the string to another string.
The function of Debug is to run the debugging process. When running in Debug mode, add the Debug Library related function to check the value, string.
The JSON library contains the following functions.
This function library is a file-related function. Contains access to images, deletes file folders, reads folder files, accesses strings, accesses binary files.
The functions of control are For loops, If conditions, Loop, Exit, WaitKey ... and so on 20 kinds.
CURL is a functional library of network traffic that uses commands under url syntax to get the results you want, such as transferring a string, receiving data.
This includes adjusting the exposure, Gain, and captured images of the Basler ace series of cameras. Before using the Basler library function.
Operator's Library contains 17 functions, as shown in the following figure.
The python function runs the Python file by calling python.exe, so use the Python function library.
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