DeepLearning-FoodRecognition

Project on Food Recognition for the course Foundations of Deep Learning of University of Milano-Bicocca

Goal

To build a Deep Learning model in order to classify food images.

Dataset

The dataset can be found at the following link:

ExampleFood Image Dataset

https://de.mathworks.com/help/deeplearning/ug/data-sets-for-deep-learning.html

References

• https://medium.datadriveninvestor.com/review-on-mobile-net-v2-ec5cb7946784
• https://machinethink.net/blog/mobilenet-v2/
• https://machinethink.net/blog/googles-mobile-net-architecture-on-iphone/
• https://www.youtube.com/watch?v=tVgUap_BPZw&list=PLLCGSi_WZBNftPaTaX4k4AwLp4VreDAwV
• https://medium.datadriveninvestor.com/vanishing-and-exploding-gradients-in-neural-networks-bddd4504e59c#:~:text=Exploding%20gradient%20occurs%20when%20the,because%20of%20the%20activation%20function.
• https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-convolutional-neural-networks
• https://datascience.stackexchange.com/questions/46124/what-do-compile-fit-and-predict-do-in-keras-sequential-models
• https://www.kdnuggets.com/2022/02/vanishing-gradient-problem.html
• https://www.kdnuggets.com/2019/12/5-techniques-prevent-overfitting-neural-networks.html
• https://www.picsellia.com/post/data-centric-ai-vs-model