MNIST Digit Recognition

Draw a digit and watch the neural network predict in real-time

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Draw a digit
Waiting for input
Confidence Scores
99.66% Test Accuracy
455K Parameters
28×28 Input Size
15 Epochs Trained
Explore the Training Notebook

Full training process, loss curves, and evaluation metrics in Google Colab

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Model Summary
Model Summary

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Training Details
ArchitectureMNISTNet CNN
Parameters455,754 trainable
Input Size28×28 grayscale
Test Accuracy99.66%
Training Time340s · 15 epochs
OptimizerAdam (lr=0.001)
Batch Size128
Dataset60K train / 10K test
Network Architecture
CNN Architecture

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Enlarged view