02 / Wearable memory

Functional prototype

Memorable

Capture a moment. Find it with a question.

Memorable is a wearable memory aid for people who want to recall conversations, products and people they meet. A pendant or keychain captures media with a button press, then makes it searchable through natural language.

Custom hardwareMultimodal AIMobile applicationMemory retrieval
Memorable circular wearable resting on its companion application

Physical wearable and mobile application · functional prototype

01 / The interaction

How can recall feel as simple as asking?

A button press captures an image and records audio. The device stores the media, then transfers it to a phone or local server. Processing creates embeddings that let the user retrieve relevant memories through conversation.

Capture-to-recall flow
01Capture
02Process & index
03Ask & recall

The complete flow has been demonstrated with the wearable and mobile application.

02 / Research & engineering

What went into it.

Wearable electronics

An ESP32-S3 board brings together the camera, microphone, SD storage, button and touchscreen display.

Physical interaction

A wearable enclosure supports pendant or keychain use. Press and hold to capture an image and record audio; release to save the moment.

Capture & sync

Stored images, audio and metadata move to the companion app for processing. BLE discovery supports the nearby-device interaction.

Multimodal processing

The phone runs a Gemma model for conversational and multimodal processing, including embedding generation.

Retrieval experience

A functional mobile application connects captured media to natural-language queries.

Local compute

A SpacemiT RISC-V processing path is planned alongside the separate trusted-execution research.

03 / Progress

Built. Tested. Next.

Built

Hardware and enclosure

The custom board, input components, display and wearable enclosure form the current prototype.

Demonstrated

End-to-end recall

A button press can be followed through capture, transfer, processing and retrieval in the mobile app.

Next

Second hardware iteration

Revise the circuit to address the limitations found in the first prototype.

Next

Reliability and testing

Improve firmware robustness and rigorously test the application and physical assembly.

The prototype requires careful operation. Physical construction, firmware and application reliability still need substantial engineering and testing.

Continue exploring

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