Image Recognition using CNN (explained !)

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When I started doing this problem my main goal was getting experience and to be able to explain whatver I learnt on the way. I'm still learning and trying to improve my skills, so every feedback and advices are welcome !

In this notebook I will try to show how to build a Digit Recognizer using Convolutional Neural Network(CNN) and will try to explain each step. If you are a beginner then this is the Notebook for you !

Here are the things I will try to cover in this Notebook:

• What does our data look like ?
• What model should we choose or build?
• Which optimization technique to use?
• What is data augmentation ? Will it help in increasing the accuracy of our model?
• Is it possible to achieve 100% accuracy?

Steps for making this project :

All the steps are already written in the along with the code in the notebook !

Note :

If you do come across any doubts or problem feel free to ask!

If you like this kernel feel free to star ⭐ and leave feedback, thanks!