Aim of this project is to:

  • Create a labelled dataset of Avengers images- Captain America, Iron Man, Black Widow, Hulk, Thor.
  • Train a CNN that is able to classify an unseen image with reasonable accuracy.

Basically, there are 4 main steps of data manipulation in an Image Classifier. These are:

  1. Data Collection
  2. Data Preprocessing
  3. Feature Extraction
  4. Model Training

Now, lets go thorough step by step implementation and various methods available. The method which is best suited will be adopted.

Note : We are using Google Colab in this project but one can use any of the available softwares.

Step : 1 — Data Collection

In this…


Photo by trail on Unsplash

Every evening I go out to meet my loneliness,
On the barren fields sometimes I plant new roses.
These paths have become dark, but the destination is bright,
My pockets are storing memories, but sadly pockets have holes.

Whenever I meet you, I meet myself,
Whenever I talk with myself about you I get upset.
Why is my mind running faster than these lanes?
These pockets are storing memories, but my pockets have holes.

I am walking towards you …

It is, of course, no coincidence, That the sun should rise each day. And then set into the ocean, calling…


I will meet the sun on the horizon

I said "I will meet the sun on the horizon" Where there is, the meeting of earth and sky. Where there is, the garden of happiness and peace. Change in the color of the diva where it is. A little impossible in the real world, But, I will walk with the vision of words. The agony which I have endured in the words of happiness Where is Gandhi's ideas in Gandhi's country now? There is freedom of words but listen who is there? That's why I have put fingers on the ears…

Sampurn Anand

A Pre Final Year Student at NITT with interest in Machine Learning and many other hobbies...

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