1598639280
Previously I made a GAN model that colorizes black and white photos. It is working okay so I wish to share it with people. Coding in Jupyter notebook is very convenient for development but not that convenient for sharing, therefore I decide to make a web application and deploy it to Heroku.
I did not have web development experience and skills so it took me some time to figure out how to do it. I found a useful tool Stremlit, which allows me to code in Python and quickly turn it into a web application.
There are several steps for me to make this app:
I trained the GAN model using fastai, so I simply export the model using
learner.export(export.pkl)
this exports the model as a pkl file.
The first thing for this app is to download the model. Because the size of the model is too big (>200MB), it is not convenient to push to Github or directly push to Heroku. Therefore I need the app to download the file from external url to make sure the model is ready.
I stored the model in my dropbox account and created a downloadable link.
EXTERNAL_DEPENDENCIES = {
"export_5.pkl": {
"url": "https://dl.dropboxusercontent.com/s/xxxxxxx/export_5.pkl?dl=0",
"size": 246698366}
}
Then I used the code from Streamlit’s demo (https://github.com/streamlit/streamlit) to create the download function with a progress bar
I can call the function and download the model
for filename in EXTERNAL_DEPENDENCIES.keys():
download_file(filename)
I want to have a tool that allows users to upload their B&W photos for analysis.
Streamlit provides a tool to make it: st.file_uploader
uploaded_file = st.file_uploader("upload a black&white photo", type=['jpg','png','jpeg'])
#deep-learning #artificial-intelligence #programming #machine-learning #photography
1627274472
Web app represents the particular firm or organization for which it is developed. With the help of a web app, the firm owner can promote and increase their business by reaching more and more customers for their website or web app.
Every firm or organization must have its own web app to represent their company, what they do, what they provide users feedback, and a lot more. If you have your web app then users can know your company deeply and they can also show interest in your company.
To develop a unique web app contact Nevina Infotech that is the best web application development services provider company, that can help you to develop the web app for your firm as per your requirement.
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1626154510
A web app is a type of app that can help you to represent your business. A web app is everything you need for your company’s growth because you can promote your business with its help. With its use, you can show the customers what products you have and come to know about your firm.
You can hire Nevina Infotech to develop your web app for your business. We are the most famous company for developing web apps because we also provide web application development services. We have a great team to work with to build your web app.
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1621483980
The web app is application software that runs on the webserver. You can easily use the web app by searching it in the web browser through Google or any other search engine, or you can also add shortcuts of the web app to your smartphone.
Web app for your business helps you to reach new customers and enables them to know about your firm and the services you provide and can know about your organization’s feedback and rating. It can also help you with the advertisement of your app among all.
Do you want to develop a web app for your business? Then it would help if you collaborated with Nevina Infotech, which is the best web application development company that will help you develop a unique web app with the help of its dedicated developers.
#web application development company #web application development services #web app development company #custom web application development company #web app development services #custom web application development services
1626238039
A web app is the best way to promote their business for startups. You can’t verbally go and tell everyone to visit your company, but your website or web app can do that. A web app can represent your company, and the visitors who are visiting your website or web app will get knowledge about your firm. Doing this can help you to increase your customer rate.
Nevina Infotech is the best web app development company to choose for developing your web app for your startup. We have a great team of web developers to work with. Our developers are dedicated and enthusiastic in their work.
#web application development company #web application development services #web app development company #custom web application development company #web app development services #custom web application development services
1623302550
Java is a commonly used language for web development, especially on the server-side. Java web applications are distributed applications that run on the internet. Web development with Java allows us to create dynamic web pages where users can interact with the interface.
There are various ways through which you can create dynamic web pages in Java. The Java EE (Enterprise Edition) platform provides various Java technologies for web development to developers. Services like distributed computing, web services, etc. are provided by Java EE. Applications can be developed in Java without using any additional scripting language. Let us see how web applications are made via Java.
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#software development #java #java web applications #web applications #java web application technologies #top 5 java web application technologies you should master