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OpenR8 is web user interface software for AI algorithms which can make AI much easier.
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[OpenR8 solution] Data_Analysis_Conv1D (Data analysis by using Conv1D)
Conv1D is a 1D convolution layer. Filtering on a one-dimensional input signal is one of the common operations of deep learning. Here, we use Conv1D for data inference t
Data_Analysis_XGBoostRegression (Data analysis by using XGBoostRegression)
Xgboost (eXtreme Gradient Boosting) is a gradient boosting decision tree that can be used for classification or regression problems.
[OpenR8 solution] Image_PCB_ResNet152_SSD512_Caffe (Using Caffe SSD512 for object detection on PCB)
This Image_PCB_ResNet152_SSD512_Caffe is based on the deep learning Caffe framework. The SSD (Single Shot MultiBox Detector) algorithm is used to train the model. Then
[OpenR8 solution] Image_PCB_VGG19_SSD512_Caffe (Using Caffe SSD512 for object detection on PCB)
This Image_PCB_VGG19_SSD512_Caffe is the use of the Caffe framework.
[OpenR8 solution] Data_Analysis_LSTM (Data analysis by using LSTM)
LSTM (Long short-term memory) is a special RNN. The LSTM is suitable for processing and predicting important events with very long intervals and delays in the time seri
[OpenR8 solution] Image_PCB_SSD_MobileNetV1_Caffe (Using Caffe SSD512 for object detection on PCB)
This Image_PCB_SSD_MobileNetV1_Caffe is based on the deep learning Caffe framework. The SSD (Single Shot MultiBox Detector) algorithm is used to train the model. Then t
[OpenR8 solution] Image_Classify_InceptionV2_Caffe (Using InceptionV2 algorithm and Caffe framework for object classification)
This Image_Classify_InceptionV2_Caffe is using the Caffe framework, InceptionV2 network architecture is used to train the model and to classify the images through train
[OpenR8 solution] Image_Classify_InceptionV1_Caffe (Using InceptionV1 algorithm and Caffe framework for object classification)
This Image_Classify_InceptionV1_Caffe is using the Caffe framework, InceptionV1 network architecture is used to train the model and to classify the images through train
[OpenR8 solution] Image_OCR_Keras(Optical character recognition image text using Keras)
Image_OCR_Keras uses Keras and densenet to judge the text in the image. Our solution example trains Chinese, English and punctuation images to identify the text in the
[OpenR8 solution] Chatterbot (Machine learning based on chat robot engine)
Users only need to run the py file through the graphical interface to learn from a given conversation and reply to the corresponding response in the corresponding situa
[OpenR8 solution] Image_PCB_YOLOv3_Keras (Using YOLOv3 algorithm and Keras framework for PCB object detection)
Image_PCB_YOLOv3_Keras is the use of Keras's YOLO third version-yolov3 to judge the target for category, detection.
[OpenR8 library] Output (Print the text in the command window to open a new window to display the image)
The function of Output is the content printed in the "DOS window". The printed content can be integer (int), bool, float, double-precision floating-point (dou
[OpenR8 library] COM(Function of COM)
The COM Library library contains the following functions, as shown in Figure. This library is mainly used for serial data transfer. Currently, it only supports RS-232 f
CGI (The interface program allows your web page to communicate with the www server to achieve interaction with the user)
CGI is a technology for network communication. After requesting data from a web browser through a web browser, a specific CGI program is sent back to the browser.
[OpenR8 library] Barcode (Read the 1D barcode and QR code)
Barcode related functions, such as parsing barcodes.
[OpenR8 library] OpenCV (OpenCV Library)
This function includes Video movie; image opening, creation, copy display, storage related function; image basic operation; image drawing related, etc.