Topic hub
Student AI Projects
A portfolio-friendly hub for handwritten digits, dataset formats, C classifiers, browser demos, and CNN projects.
Built for searches around handwritten digit recognition projects, C softmax classifiers, student AI projects, and browser AI playgrounds.
What you will build
You will start from CSV data structure, run a C classifier, then connect the idea to browser drawing input and a CIFAR-10 CNN.
Recommended reading order
Start with concepts, then move into runnable projects
Handwritten Digit Dataset Basics
Read train.csv, test.csv, labels, and the flattened 28 by 28 pixel layout before training the classifier.
Handwritten Digit Softmax in C
Follow the C implementation from logits and softmax probabilities to confusion matrices and submission export.
Handwritten Digit Playground Notes
See how the offline classifier was adapted into a browser demo with drawing input and probability output.
CIFAR-10 Tiny CNN Tutorial in C
Build and train a small convolutional neural network for CIFAR-10 image classification, then read its loss and accuracy output.
Resources and distribution assets
Code, data, diagrams, and share assets in one place
AI Learning Project / CODE
digit_softmax_classifier.c
The C source for the handwritten digit softmax classifier.
AI Learning Project / DATASET
train.csv.zip
Compressed handwritten digit training set with 42000 labeled samples.
AI Learning Project / DATASET
test.csv.zip
Compressed handwritten digit test set with 28000 unlabeled samples.
AI Learning Project / DATASET
digit-playground-model.json
The compact softmax demo model and sample set used by the browser playground.
AI Learning Project / DIAGRAM
digit-sample-grid.svg
A small handwritten digit preview grid extracted from the training set.
AI Learning Project / ARCHIVE
Handwritten digit project bundle
Contains the source file, compressed datasets, submission files, browser model, and preview grid.
AI Learning Project / CODE
cifar10_tiny_cnn.c source
Single-file C tiny CNN with CIFAR-10 loading, convolution, pooling, softmax, and backpropagation.
AI Learning Project / SOCIAL
Student AI Projects share card
A 1200x630 SVG card for handwritten digits, C classifiers, and browser demos.
Site Building Project / VIDEO
SEO distribution short-video storyboards
Four 45-60 second storyboard scripts ready for later Remotion production.
FAQ
Direct answers to common search questions
Can these projects be used in a course portfolio?
They are suitable as learning and portfolio references, but course submissions should include your own experiment logs, parameter choices, and error analysis.
Will full datasets be hosted on the site?
No large full datasets are published here. The site hosts small samples, code, explanations, and necessary public companion files.