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Intelligent sign language translation is a new translation mode combined with modern sensor recognition technology and sign language. This work first innovates the use of the ADXL345 triaxial gravity acceleration module to achieve fast gesture judgment. The sensor has high precision, it can recognize complex gestures, and the sensor can measure acceleration and judge the speed of gesture. Combined with gas pressure sensor, the relative position of gloves can be located, and the gesture significance can be accurately judged. Finally, the text is displayed on the upper computer to realize the intelligent translation of sign language. On the basis of common gesture recognition, The sign-language meaning of gestures is translated so that it can be used as a preliminary substitute for sign language translators. This work through the ADXL345 three-axis gravity acceleration module and the barometric sensor module opponent's