The invention discloses a nose wire intelligent feeding device and method for a mask machine, which includes a frame, on which a nose wire feeding mechanism, a nose wire straightening mechanism, a nose wire cutting mechanism, a nose wire pushing mechanism, Nose wire clamping block and control module, the nose wire cutting mechanism includes a power crank, a cutting connecting rod, a cutting guide rail, a cutting slider, an online cutting force adjustment device and a cutter; the nose wire clamping block is equipped with a photoelectric detection sensor module, The control module is used to control the working states of the nose wire feeding mechanism, the nose wire straightening mechanism, the nose wire cutting mechanism and the nose wire pushing mechanism. In the present invention, the image information scanned by the linear CCD sensor component and the processed data of the metal signal strength information detected by the metal sensor are input into the deep convolutional neural network, so as to carry out online intelligent judgment on the pushing quality of the nose wire, and then through the control The module controls the nose wire cutting mechanism to perform corresponding operations, completes the online real-time adjustment of the cutting force of the cutter, and improves the output yield rate.