Miltalk Vision

The camera-powered AI toy. See it, snap it, train it.

1

Snap & Label

Point the camera at two objects, a shoe vs a cup, a plant vs a toy. Press BTN 1 or BTN 2 to label each one.

2

Train

Hit TRAIN. The device builds an image classifier in under 30 seconds, LEDs pulse as the AI learns.

3

Play

Show new objects to the camera and watch it guess, then unlock gesture-powered games like Simon Says.

Miltalk Audio

The microphone-powered AI toy. Hear it, record it, train it.

1

Record & Label

Make two sounds, a clap vs a whistle, a word vs a hum. Hold BTN 1 or BTN 2 to capture each sample.

2

Train

Hit TRAIN. The device builds a sound classifier from your audio samples in seconds.

3

Play

Make new sounds and test the AI, then unlock sound-powered games like Sound Detective.

Meet your new AI training device.

Everything packed into one friendly little box.

MILTALK · ON-DEVICE ML

Camera

Captures what you show it for image classification tasks.

Microphone

Listens for claps, whistles, words, any sound you teach.

Big Buttons

Chunky, color-coded, for labeling, training, and testing.

LED Screen

Shows prompts, predictions, and training progress right on the device.

What's happening inside the toy?

Miltalk isn't a simulation. Here's the real ML pipeline running on-device.

Step 01 · Input

Feature Extraction

A lightweight pre-trained model (like MobileNet) converts each camera frame or audio clip into numbers that describe what's in it.

Step 02 · Learn

Mini Classifier

A fresh classifier is trained on top, just for your kid's two categories. This is called transfer learning, and it's how real AI engineers build models fast.

Step 03 · Predict

Real-Time Inference

When kids press TEST, the model runs live, predictions come back in under 2 seconds right on the LED screen.

Step 04 · Play

Game Integration

The freshly trained model becomes the controller for unlockable games, turning "training" into "setup for play".

Built to be kid-proof.

100% On-Device

No internet required. No data leaves the toy.

✓ Private

Audio-First UX

All instructions and feedback come through audio, perfect for kids who can't read yet.

✓ Accessible

Camera Kit

Not just audio, the Vision kit takes input through the camera, so kids can teach with objects and gestures too.

✓ Visual