Data Science & Machine Learning Project - Part 6 Flask Server | Image Classification

Python flask is a light weight web server. In this video, we will write a flask server that will use the trained model and perform image classification. UI will talk to this backend server and perform image classification task for our sports person identification project. At the end of this video you will have fully functioning python flask server or backend ready that UI can talk to. In next video we will write UI or front end website for our project.

Special thanks to,
Debjyoti Paul (Amazon Data Scientist): For help with entire project

[danielahinojosasada]

Your videos are an incredible step toward equal access of education. This is social justice in action. I deeply appreciate your videos and want to thank you from the bottom of my heart. I have not commented often, but I have watched probably half of all of your videos and it has certainly been life changing. I intend to introduce this subject matter inside the classroom I teach.

[srinath]

Sir, so much inspired after reading the article on you (in TimeOfIndia) on how you were and how you are now contributing to this Field. Kudos to your spirit...Much love!

[AlonAvramson]

Thank you, this is very important to see how you mix and wrap everything together.

[mandulathrimanne]

Thank you for doing this, man! You're helping a lot of people out here!

[programmingwithraahim]

31:45 mine detected Anushka Sharma as Maria Sharapova :-) The model is so funny.
Thank You Sir for all your Dedication and Hardwork. Lots of love from Pakistan.

[bhaskarg]

Great !! Your explanation and make us to understand the concept is very very clear, thank you

[deshapriyamukherjee]

You are really doing awesome brother. Please upload Deep Learning Tutorial series with that kind of fabulous end to end project.. God bless you.

[shashikumarn.s]

Thanks a lot for such a good extent.. it helps a beginners too much, , . Great work keep carrying on!!!

[venkatesanr]

You are doing a great job and I have learnt a lot from your tutorials. Keep doing the same

[naveenkalhan]

I am really enjoying it for sure.... super thank you :)) just want to keep commenting to value your knowledge sharing

[prashanthshetkar]

Thank you so much for end to end project. Please continue doing such projects...

[iitianvlogs]

You are great bro your teaching is ulitimate

[jaganinfo]

executed code upto part 5 . But this video code looks like a *BIG PROJECT* :) .. _it will take more time .. i will do for great results_

[shivanshaghor]

Hello Sir, Please make more end to end projects like this.

[PRIYASHARMA-crff]

Thankyou sir, for the amazing tutorial

[aatkafaryal]

Sir when i run model its giving me blank output. Why? I TRIED WITH MANY PICTURES.

[-senthilkumarm]

Hi sir, I used SVM instead of Logistic Regression that perform well in prediction here.

[mayanktripathiu]

Thanks sir for this awesome video tutorial.
Please guide us on which programming is good out of Flask Vs Django.. i tried doing research but most of them scenario i found DJango as one of the best over Flask. Not sure if i missed any.
Please help to understand.
Also please have a tutorial how to make this website Productionize.

[saichandra]

Sir, While Running Util.py the code was not running as it is showing some error in pickle and unpickle and also giving warnings for pickle version..

[anshudwivedi]

Hi Sir, I am receiving "AttributeError: 'SVC' object has no attribute '_probA'. Did you mean: 'probA_'?" this error while running the util.py. I tried checking the error but nothing worked. Request your help here.