https://mrquantum1915.github.io/Recent content on DARSHAN PATELHugoen-usFri, 20 Mar 2026 00:00:00 +0000https://mrquantum1915.github.io/blogs/digit-recognition-analysis/Fri, 20 Mar 2026 00:00:00 +0000https://mrquantum1915.github.io/blogs/digit-recognition-analysis/<p>This blog contains the full analysis of the models I trained on <a href="https://www.kaggle.com/datasets/hojjatk/mnist-dataset">MNIST Dataset</a> for digit recognition. Training set contains 60,000 images while test set contains 10,000 images.</p> <p>You can follow along with the code in the repo <a href="https://github.com/MrQuantum1915/Digit-Recognition-NN/blob/main/dr_nn.ipynb">Digit-Recognition-NN</a>. I have written pretty detailed explanations in that jupyter notebook too about the choices and implementations.</p> <h2 id="a-bit-about-implementation">A bit about implementation</h2> <p>I used $n$ Hidden Layer Fully connected Neural Network (not CNN because I don&rsquo;t learn it yet :)).</p>