Siamese Neural Network for Bread Identification

In this session, we'll see the use of a Siamese Neural Network to identify bread in a manufacturing conveyor line.  This talk is structured as follows: 1. Disadvantages of traditional classification models 2. Why Siamese network 3. Siamese network architecture  4. Data automation and data pipeline for SNN 5. Data sampling for accuracy improvement 6. Loss function 7. Evaluation metrics 8. Q&A

Basic understanding of machine learning and neural networks is expected. Otherwise, you need not know anything about Siamese Neural Networks to attend this talk.

Speaker:
Karthik Rajendran, Graduate Student @ University of Stuttgart