This repository contains deep learning models on FashionMNIST(state-of-art dataset).
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Updated
Nov 14, 2022 - Jupyter Notebook
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fasionmnist
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Deep learning benchmarking project in PyTorch comparing MLP, CNN, and ResNet architectures on FashionMNIST with structured training pipelines, data augmentation, and evaluation across accuracy, F1-score, and per-class metrics.
computer-vision deep-learning cuda cnn pytorch image-classification resnet fasionmnist model-benchmarking
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Updated
Jun 3, 2026 - Jupyter Notebook
The notebook is about improvement of classification accuracy for hard items in FashionMNIST dataset using random erase for regularization.
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Updated
Jun 24, 2019 - Jupyter Notebook
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