If you're a fan of HBO's comedy show Silicon Valley you may remember the startup called Seefood. The idea was taking a photo of a certain food, the app recognizes it then gives you information about the food. The whole story went well except that Jian Yang, the mastermind behind the app, only made it for hotdogs.
The code I wrote in the Jupyter notebook you can find in this particular repository, is the right way of creating an app like Seefood.
- Writing a blog post about the process (Persian)
- Writing a blog post about the process (English)
- Testing the model with more data
- Testing the model with more iterations
- Testing the model with different batch sizes