Mars Image Analysis

• 

  Web app

• 

  Confusion Matrix of Classes

Inspiration

Passion for space exploration + robotics = this project

What it does

Run the app, upload an image from Mars and see what type of rock it is

How we built it

Used pretrained CNN ResNet18 and PyTorch Flask and HTML/CSS for Web App

Challenges we ran into

Classifying the images manually was hard...

Accomplishments that we're proud of

Accuracy: 53% ! Dunes: 100% !!

What we learned

Don't classify images by hand...

What's next for Mars Image Analysis

Bigger dataset without classifying by hand

Built With

• cnn
• css
• flask
• html
• python
• pytorch