Picnic Hackathon

Dear Picnic, hereby my entry for the food recognition hackathon. Thanks for this awesome challenge! I hope you like the results!

How to recreate the results

I'm using the Fastai library by Jeremy Howard. To recreate the results.tsv file do the folowing:

• Load the first cell of picnic notebook to load Fastai and other dependencies.
• make the pandas dataframe based on the train.tsv file
• make the dataBunch based on the pandas frame
• create the cnn with the resnet50 model
• then load unfreeze.pth to load the tranined weights
• you can then run the code that generates the results

Thanks to Picnic for the awesome hackathon!!

Built With

• fastai
• jupyter-notebook
• python