← Back to Projects
🧠 python-ml 2024

MNIST Classifier

MNIST digit classifier in PyTorch. Simple feedforward network (784→128→64→10), achieves ~97% accuracy after 3 epochs.

Preview

Training Metrics

98.3%Epochs: 10
Accuracy
100%75%50%25%0%
Loss
0.50.40.30.10
Sample Predictions
InputOutput
digit_7.png7 (99.1%)
digit_3.png3 (98.4%)
digit_9.png9 (97.2%)

Tech Stack

  • Python
  • PyTorch
  • Torchvision
  • Matplotlib

Description

MNIST digit classifier in PyTorch. Simple feedforward network (784→128→64→10), achieves ~97% accuracy after 3 epochs.