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AI

Models that learn from data. Here are all 25 working models in this field — each with a full build and working principle.

fig — working model AI

Hand-Drawn Digit Classifier

Train a tiny neural network in the browser to recognise digits you draw with a mouse.

Medium⏱2 hr$0
fig — working model AI

Rock-Paper-Scissors Vision

Use a webcam and a no-code model to recognise your hand and play rock-paper-scissors.

Easy⏱1 hr$0
fig — working model AI

Spam Email Classifier

Train a model on example messages so it can flag new ones as spam or not.

Medium⏱2 hr$0
fig — working model AI

Sentiment Analyzer

Feed in movie reviews and the model tells you whether each one is positive or negative.

Medium⏱2 hr$0
fig — working model AI

Cats vs Dogs Classifier

Train an image model to tell cats from dogs and test it on your own photos.

Hard⏱3 hr$0
fig — working model AI

Beginner Chatbot

Build a chatbot that answers questions, starting with rules and growing toward learning.

Easy⏱1.5 hr$0
fig — working model AI

House Price Predictor

Fit a model to housing data so it estimates a price from size, rooms and location.

Medium⏱2 hr$0
fig — working model AI

Letter Recognizer

Extend digit recognition to handwritten letters and read words you write.

Hard⏱3 hr$0
fig — working model AI

Face Detection Counter

Use a ready model to detect faces in a webcam feed and count how many it sees.

Easy⏱1 hr$0
fig — working model AI

Voice Command Recognizer

Train a model to tell a few spoken words apart and trigger actions from your voice.

Medium⏱2 hr$0
fig — working model AI

Movie Recommender

Suggest films a user might like based on what similar users enjoyed.

Medium⏱2.5 hr$0
fig — working model AI

Plant Disease Detector

Train an image model to spot diseased leaves from healthy ones in photos.

Hard⏱3 hr$0
fig — working model AI

Pose-Detection Game

Use body-pose tracking so your movements control an on-screen game.

Medium⏱2 hr$0
fig — working model AI

Webcam Object Detector

Run a pre-trained model that names and boxes objects in your camera view live.

Medium⏱1.5 hr$0
fig — working model AI

Music Genre Classifier

Train a model to guess a song's genre from short audio clips.

Hard⏱3 hr$0
fig — working model AI

Weather Predictor

Use past weather data to predict tomorrow's temperature with a simple model.

Medium⏱2 hr$0
fig — working model AI

Tic-Tac-Toe AI

Program an unbeatable opponent that plans ahead using the minimax algorithm.

Medium⏱2 hr$0
fig — working model AI

Self-Playing Snake

Give the snake game a simple AI that chases food and avoids walls on its own.

Hard⏱3 hr$0
fig — working model AI

Colour Detector

Train a tiny model (or rules) to name colours from camera input and sort them.

Easy⏱1 hr$0
fig — working model AI

Mini Translator

Build an app that translates typed text using a translation API.

Easy⏱1.5 hr$0
fig — working model AI

Fake News Detector

Train a model to flag likely-misleading headlines from real ones.

Hard⏱3 hr$0
fig — working model AI

Emotion Detector

Use a model to guess facial expressions like happy, sad or surprised from a webcam.

Medium⏱2 hr$0
fig — working model AI

Hand Gesture Recognizer

Recognise hand signs from a webcam and map them to letters or commands.

Medium⏱2 hr$0
fig — working model AI

Smart Traffic Light

Simulate an intersection where an AI adjusts light timing to ease traffic.

Hard⏱3 hr$0
fig — working model AI

Iris Flower Classifier

Train the classic beginner model to identify iris species from four flower measurements.

Easy⏱1.5 hr$0