2024 · Machine Learning
Fashion-MNIST Classification
PythonPyTorchDeep LearningCNNVision Transformer
Role
ML Engineer
Year
2024
Category
Machine Learning
Context
Academic Project
01.
Problem
I wanted a clean comparison of a few architectures on one dataset, not a leaderboard chase.
PyTorch. PCA + MLP, a CNN, and a patch ViT. Same val and test splits.
02.
Approach
03. Outcome
On this dataset the CNN was enough. The ViT did not earn its size. The repo is reusable for later experiments.