[OpenR8 solution] Image_Face_SSD_Keras (Image analysis using SSD 512 algorithm and Keras library for face recognition)
This Image_Face_SSD_Keras is through Keras library, using the SSD (Single Shot Multibox detector) method for face recognition.
[OpenR8 solution] SoundInput (Record and play sound files)
This function is used for recording.
[OpenR8 solution] OS (Operating system related function call example)
This solution contains five examples.
[OpenR8 solution] String (String processing)
This solution is an example of addition in string processing, and different strings can be combined into a string through string addition.
[OpenR8 solution] XOR_Caffe_FC (Learn XOR rules with Caffe)
XOR_Caffe_FC is to use the Caffe framework to determine the XOR value of two numbers.
[OpenR8 solution] Socket (Two-way network communication)
Socket is an interface for two-way network communication. It is mainly divided into two types: TCP and UDP. Sockets are different according to the protocol.
[OpenR8 solution] Python (Execute a Python program)
The Python function is used to execute the python file.
[OpenR8 solution] NVIDIA (Check if the device supports NVIDIA GPU and CUDA library)
This solution is to check if the appliance has a GPU and CUDA.
[OpenR8 solution] Timer (Calculate how long it takes to run a certain process)
Timer is used to calculate how long it takes to execute a program, such as how long it takes to calculate the page. The method of use is quite simple.
[OpenR8 solution] HttpServer_DeepLearning_Python_PCB (Python TensorFlow Keras Deep Learning Server for PCB Inspection)
The purpose of this solution : The user selects the image through the Web page and obtains the frame that the result message of the object detects.
[OpenR8 solution] Print (Print text in the command window and open a new window to display images)
Print is in the solution folder of OpenR8
[OpenR8 solution] ForLoop (for loop)
ForLoop refers to the for loop in Loop. If there is some basicity for the program, it should be familiar to the loop.
[OpenR8 solution] Loop (loop)
Loop is a common control process that repeats certain steps until the condition is reached and can be jumped out.
[OpenR8 solution] If (Conditional)
If refers to the conditional expression, whether the condition is met, and if it is satisfied, it will do the specified thing.
[OpenR8 solution] CURL (Use the CURL library to get external pages)
CURL is a function library of network communication.
[OpenR8 solution] HttpServer_DeepLearning (OpenR8 Caffe deep learning server)
The function of HttpServer_DeepLearning is to read the already trained caffemodel file.
[OpenR8 solution] HttpServer_DeepLearning_Python (Python TensorFlow Keras deep learning server)
The purpose of this solution is to allow users to select images through the web page and obtain a frame of the resulting for object detection.
[OpenR8 solution] HttpServer (Web Server)
The function of HttpServer is to transmit the file to be received, and display the content of the received file through the webpage.
[OpenR8 solution] Data_Analysis (Data_Analysis)
Data_analysis uses different methods to model learning and inference of data.
[OpenR8 solution] File (File operation, Delete folder, Delete file, Access binary file, Access string and access image)
This article will introduce and demonstrate how to use it, users can integrate functions to the required places according to their needs.