Te Connectivity Solutions Gmbh

Tyco Electronics (shanghai) Co., Ltd.

Tyco Electronics Mexico, S. De R.l. De C.v.

Tyco Electronics Co., Ltd.

Amp Ameremax, S.a. De C.v

Angel Alberto Slistan

Roberto Francisco-Yi Lu

Lei Zhou

Jiankun Zhou

Sonny O Osunkwo

Dandan Zhang

Christopher Arce Diaz

Nicole Castillo Machado

Julio Waissman

Jorge Enrique Clayton

Luis Ernesto Thomson Martinez

A part inspection system includes a vision device configured to image a part being inspected and generate a digital image of the part. The inspection system includes a part inspection module communicatively coupled to the vision device and receiving the digital image of the part. The part inspection module includes an image quality module. The image quality module analyzes the digital image to determine if the digital image achieves a quality threshold. The image quality module generates an image quality output based on the analysis of the digital image. The part inspection module includes an image classifier module. The image classifier module analyzes the digital image to classify the image as a defective part or a non-defective part.

Automated part inspection system

A part inspection system is provided and includes a vision device configured to image a part is inspected and generate a digital image of the part. The part inspection system includes a part inspection module coupled to the vision device and receiving the digital image of the part. The part inspection module includes a memory for storing a neural network architecture having a plurality of convolutional layers, a plurality of pooling layers disposed after different convolutional layers and spaced apart from each other, at least one random noise generation layer downstream of the convolutional layers and the pooling layers, and an output layer. The part inspection module includes a processor configured to analyze the digital image through the layers of the neural network architecture to output one of a defective output or a non-defective output based on the image analysis of the digital image through the neural network architecture.

Neural network architecture for automated part inspection

Growing community of inventors

Hermosillo Sonora, Mexico

Angel Alberto Slistan