Looking For A Sign Language Smart Glove Dataset

Hi everyone!

I’m working on a graduation project: a Smart Glove for Sign Language Recognition and Speech Translation.

Our hardware setup consists of:

• 5 flex sensors per glove (10 in total).
• 1 IMU per glove (accelerometer and gyroscope).
• 2 ESP32 microcontrollers.

I’m looking for a sensor-based dataset containing raw flex sensor and IMU readings labeled with sign classes, preferably covering both static and dynamic signs and two-handed gestures.

Most datasets I’ve found use images, videos, or MediaPipe hand landmarks, which don’t directly match our hardware.

Does anyone know of a suitable dataset, an open-source project that provides one, or advice on collecting and preparing our own dataset?

Any help, links, or suggestions would be greatly appreciated. Thank you!