Running Deeper C++/C/Java

Today, I tried writing a Generative Adversarial Network. Using the MNIST Data set, I will be writing a GAN that will create images of numbers as close to the dataset as possible. Currently, I have been getting stuck, the generator doesn't generate proper images. GAN works with two neural nets, one was a generator, the other being a discriminant. The generator creates images from random noise, th..

A convolution is a k*k grid of an image, that the CNN can read and analyze. Unlike a normal neural network, a convolutional neural network can incorporate the 2D style of the original image, resulting in a much higher accuracy than a normal neural network. Below is a nice explanation from Medium.org. Convolution 2. Convolving an image with a filter We take the 5*5*3 filter and slide it over the ..

Using the MNIST data set, I will be trying to detect numbers based on images, and get the accuracy as high as possible. The first step: the normal Flattened Neural Network. This method is much faster, but also less accurate, since the image's 2D properties turn into 1D, and lose the 2D shape. This causes a drastic loss in accuracy. The neural net I will be using is a Multi Layer Perceptron neura..

Neural Networks consist of many nodes, edges, and algorithms. Nodes: Input layer, Hidden Layers, Output Layer Input Layer: Nodes with input values, each dataset consists of many different input layers. Hidden Layers: Consist of Values + Algorithm, Algorithm: activation functions that change values. Edges consist of weights, more layers mean higher power function capability Each edge is a linear ..

Using Java Swing, I made simple circular contours inside one rectangle, and marked the spots where the mouse was clicked as the locations for deployment and landing.On the bottom screen, if both locations are set, the map shows the cut view of the land, with the spots.I am currently adding a slider for the initial velocity and will draw a graph(mathematical c alculations)automatically calculatin..

Loading a large number of objects into a map takes a lot of memory resources, and updating their location is even harder.I loaded objects as a Java Swing Line,and set the length to zero, setting each object as a point.Then, using mouse inputs, the code moves the objects to however close they can get to the point.The object movement needs work, but the code works. I set up a JFrame and drew 36000..

The Titanic is a mining shuttle headed for Saturn, specifically to Titan, one of Saturn's moons. The ship is designed to mine varying qualities and forms of Methane, from solid to gas.However, due to a comet hitting Saturn's ice ring, an unfortunate incident happens, some of the ejecta from the explosion heads directly into the course of Titanic, hits the ship, which crashes.The mining crew cons..

I started working on a Java FTP Download Client using the knowledge I gained before, and for now, it seems to be going very smoothly. I am using an online Java Swing FTP Download Client as a basis. private void buttonDownloadActionPerformed(ActionEvent event) {String host = fieldHost.getText();int port = Integer.parseInt(fieldPort.getText());String username = fieldUsername.getText();String passw..

Two uploads for Networking on one day!Uploading was basically the same as downloading but using an InputStream and the storeFile method.The Apache Commons NET library had everything I needed.Now that I have every function I need, I will be trying to make my own FTP Client. Source Code void putFileToPath(File file, String path) throws IOException { ftp.storeFile(path, new FileInputStream(file)); }

This step is to download files, using the Apache Commons Net library, which directly outputs the file to a given location.Downloading the file takes time, but it will not affect the runtime as it is async.Upload should be simple too, but it will use an InputStream instead of an OutputStream.I will be making all of these with a GUI soon, and make my own Java FTP client.SFTP will be out of my reac..

The next step in the tutorial finally let me get to getting a file listing.I will work on downloading them on the next post, but for now, I can get a file listing by just getting a collection and listing it.It was very straightforward, I just changed the type into a string list. Source Code public void givenRemoteFile_whenListingRemoteFiles_thenItIsContainedInList() throws IOException { Collecti..

Sorry for not posting for an entire week on this, I was quite busy.I created a fake ftp server(in the code) using the tutorial, and found the port using the getServerControlPort method.I do not know if FTP is the best method, but I know that I will need to use FTP clients, and coding one myself would be good practice.I think I will be using Java Swing to create the client. Source Code public cla..

I am now trying to connect to an external FTP server to send files. https://www.baeldung.com/java-ftp-client This is quite hard as it is an external server, and I have to use premade classes. I will be trying very hard though. Following the steps, I wrote a class for FTP connections, and first made an abstraction API for the Apache Net FTP Client. I will still have to read the reply from the FTP..

This one was a lot easier than I expected.MariaDB supports importing MySQL and others, and also allows importing from SQLite and other databases along with it. I basically only had to write a few lines of code to test it out. Here is a clean and short example from zHorse's database importer.This code does not allow MySQL to MySQL as that is basically a copy function. This is an import code for S..

Using the Database getStringResult method, I was able to receive the values I sent using the executeUpdate method in the last post. For example,"SELECT name FROM prefix_horse WHERE owner = \"%s\" AND id = %d"This MariaDB command receives the data value from the database for the given owner username and uuid.zHorse is really useful for breaking down database values.Pooling this knowledge, I was a..