I made a function to check the model of DCGAN

Hello. I'm Tanaka from the Information Processing Laboratory of Yamada Tanaka Shoten. I study every day what a model learns and what it can be used for in unsupervised learning.

GAN was very exciting last year and accelerated at a stretch, and this year it seems to accelerate further.

We are also considering how to use it in our lab, but decided to publish the check function of the model created in the process. I hope it helps to get an image of the Generator model. (I also use Discriminator behind the scenes)

You can try the check function by accessing the following site. It is a model that outputs the face of a woman. Since the classification of Discriminator is still sweet, strange faces are also output, but I would like to improve that in the future. When reloaded, a new image will be displayed. If you change the parameter on the left and click "Create Image", the image with the parameter change will be displayed again.

DCGAN Model Checker

Recommended Posts

I made a function to check the model of DCGAN
I made a program to check the size of a file in Python
I made a function to see the movement of a two-dimensional array (Python)
I made a function to crop the image of python openCV, so please use it.
Python: I want to measure the processing time of a function neatly
I made a function to check if the webhook is received in Lambda for the time being
I made a code to convert illustration2vec to keras model
I made a command to markdown the table clipboard
I made a tool to estimate the execution time of cron (+ PyPI debut)
I made an appdo command to execute a command in the context of the app
I made a tool to automatically back up the metadata of the Salesforce organization
I made a script to record the active window using win32gui of Python
I tried to create a model with the sample of Amazon SageMaker Autopilot
I tried to make something like a chatbot with the Seq2Seq model of TensorFlow
I made a dot picture of the image of Irasutoya. (part1)
I made a VGG16 model using TensorFlow (on the way)
I tried a little bit of the behavior of the zip function
I made a dot picture of the image of Irasutoya. (part2)
I tried to fight the Local Minimum of Goldstein-Price Function
Add a function to tell the weather of today to slack bot (made by python)
I made a tool to get the answer links of OpenAI Gym all at once
I want to get the name of the function / method being executed
I want to manually assign the training parameters of the [Pytorch] model
How to check the memory size of a variable in Python
[Introduction to StyleGAN] I played with "The Life of a Man" ♬
How to check the memory size of a dictionary in Python
[Python3] Define a decorator to measure the execution time of a function
A command to easily check the speed of the network on the console
I made a slack bot that notifies me of the temperature
I want to check the position of my face with OpenCV!
Create a function to get the contents of the database in Go
I used the worldcup command to check the outcome of the World Cup.
I made a command to display a colorful calendar in the terminal
[Python] A simple function to find the center coordinates of a circle
[Kaggle] I made a collection of questions using the Titanic tutorial
I made a script to display emoji
I tried to predict the number of domestically infected people of the new corona with a mathematical model
I made a calendar that automatically updates the distribution schedule of Vtuber
Various methods to numerically create the inverse function of a certain function Introduction
[Django] I made a field to enter the date with 4 digit numbers
(Python Selenium) I want to check the settings of the download destination of WebDriver
I want to sort a list in the order of other lists
[NNabla] How to add a quantization layer to the middle layer of a trained model
How to create a wrapper that preserves the signature of the function to wrap
I made a GAN with Keras, so I made a video of the learning process.
I made a library konoha that switches the tokenizer to a nice feeling
I made a mistake in fetching the hierarchy with MultiIndex of pandas
I tried to display the altitude value of DTM in a graph
I tried to verify the result of A / B test by chi-square test
I tried to predict the behavior of the new coronavirus with the SEIR model.
How to calculate the volatility of a brand
I tried the pivot table function of pandas
I want to easily create a Noise Model
Get the caller of a function in Python
I added a function to CPython (ternary operator)
I tried to touch the API of ebay
I tried to correct the keystone of the image
I made a tool to compile Hy natively
I made a tool to get new articles
I want to customize the appearance of zabbix
I want to use the activation function Mish