Building and deploying your first machine learning app in Python using Gradio

In this video, we will be building and deploying a simple image classification web app in Python using the Gradio library. In essence, it only takes 3 lines of code to build a web app using Gradio: 1) Import the libraries, 2) Create a custom function of the model and 3) Creating the web app interface by specifying the 3 input arguments (function name, input and output).

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[DataProfessor]

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[KunjaBihariKrishna]

openAI really broadened my horizons. Just a month ago I had never done any kind of programming. I started with some python scripts to help me edit CSV files and stuff. And today I created my very own openAI chatbot with gradio. It's surreal. The fact that AI allows us to learn stuff so quickly is really world changing

[SeattleDataGuy]

Love this! I faced plenty of challenges when I first tried going from model to deployed model. So thanks for covering this topic.

[marios.]

Great introduction, thank you! I guess deploying your model is one of the hardest parts and should never be underestimated. I will definitely try gradio.

[chanakya]

Thank You Very Much, Following You for a very long time !!!

[JohnK-thyw]

Thank you data professor, your channel is so awesome, and thanks for introducing me to gradio! I already deploy a few models online for real life applications. My coworker and boss are really shocked. 😂😂

[ChinmayGaikwad]

Thanks Prof.! Please create one video on your graphic illustrations.

[praneethkumar]

Best library in interview's to quickly share the output, without having any html, css.

[joson]

@data professor
I want to start data science,
I know basics on python,
What to do next to get into data science,
Please give me your advice.

[krishjoshi]

Hi prof I want to build a website that takes input from user and uses pythons libraries for data stuff liking plotting curves and all and gives output on website to user any roadmap or idea I am a begginer

[Koolaidguy]

Nice video! What camera display software are you using?

[raunak]

can you do an end to end exploratory data analysis on a real life dataset? that would be great

[temiwale]

Hello Prof - at 18:13, what tool are you using to make those 'handwritten' annotations?

[homelysmile]

Hi I am very new to gradio. Appreciate if you can advice. I have done up a simple prediction for diabetes. I want to have an apps that allow users to input their blood sugar, BMI, age, etc. They will get a prediction on possibility of getting a diabetes. May I know how to go about

[orjihvy]

How would you compare Gradio to Streamlit?

[fisayo]

the gradio deployment did not work for me and i was charged

[frankyates]

Gradio hosted has ceased to exist apparently. Hugging face spaces still exists though. Any alternative are welcome!!