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Shape Dataset Generation and MLP Training by melat is a document available to read on EtoBox.

What is Shape Dataset Generation and MLP Training about?

The document outlines a Python notebook for generating a dataset of images containing shapes (circle, square, triangle) and training a Multi-Layer Perceptron (MLP) model using various optimizers. It includes functions for image generation, dataset preparation, model training, and evaluation, along with experiments to compare optimizer performance and techniques to prevent overfitting. The notebook also provides visualizations of training and validation loss and accuracy over epochs.

Author

melat

Language

EN