Digit Recognizer

Inspiration

I ended up having an event on Saturday so I could not really put a lot of effort into the project. However, I didn't want to waste this opportunity, so I devoted myself to learning Pytorch.

What it does

The model takes a grey scale image and identifies its digit (0-9).

How we built it

I used Pytorch to train the model and sourced to data from torchvision.

Challenges we ran into

Since this was my first time using Pytorch and making a neural network, I struggled with figuring out the logic and and converting it to code.

Accomplishments that we're proud of

I am proud that I created my first neural network!

What we learned

I know have a better understanding on how neural networks are trained, and I have a basic pipeline for how I can utilize Pytorch.

What's next for Digit Recognizer

I hope to use my newly gained knowledge to continue experimenting with the framework. I hope to create more interesting networks in the future and discover more about the tools available.

Built With

• python
• pytorch