Pawsitively Accurate

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  An example of how the app works

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  This is the output for the image of the cat shown above

Inspiration

For object classification, why not classify some of the cutest two things in the world

What it does

Pawsitively Awesome takes in an image of a dog or cat and classifies it as one of the two.

How we built it

I used a framework called FastAI, which streamlines the entire fine-tuning process. I knew it would take too long to create a classifier from scratch, so i decided to fine-tune the ResNet50 model.

Challenges we ran into

Finding a good dataset and the training taking too long to complete.

Accomplishments that I am proud of

Learned how to use and came to know about frameworks like FastAI

What we learned

How to use FastAI and fine-tuning models

What's next for Pawsitively Accurate

Make it so that it can even classify into dog or cat breeds.

Built With

• fastai
• numpy
• pandas
• python