Gas Incident Data

We collect and analyze annotated data from simulated gas incidents across various languages. This includes translated gas risk alarms and feedback from multilingual miners, ensuring that warnings are culturally sensitive and free from occupational bias for effective communication.

50$
A grey metal door set into a concrete wall, featuring multiple warning signs and labels. The door has a handle and a lock, and it is marked as a fire exit with a clear 'Keep clear' sign. Two triangular warning signs indicate potential chemical hazards, emphasizing safety precautions.
A grey metal door set into a concrete wall, featuring multiple warning signs and labels. The door has a handle and a lock, and it is marked as a fire exit with a clear 'Keep clear' sign. Two triangular warning signs indicate potential chemical hazards, emphasizing safety precautions.
A caution sign warning of a wet floor stands prominently. The sign is yellow with a red graphic showing a figure slipping. English text 'Caution Wet Floor' is written above, and Chinese text is displayed below the graphic. The background is a blurred image of a watery surface.
A caution sign warning of a wet floor stands prominently. The sign is yellow with a red graphic showing a figure slipping. English text 'Caution Wet Floor' is written above, and Chinese text is displayed below the graphic. The background is a blurred image of a watery surface.

Multilingual Alerts

Our platform tests the API's capability to generate fair and understandable warnings in English, Malay, and Chinese. We focus on eliminating cultural biases to enhance safety and communication for miners in diverse environments.

75$