Forum certification
Invited report at The First Soochow University Graduate Student International Innovation Forum on Transportation Engineering.
Portfolio
University of Ottawa 175 anniversary
University of Ottawa 175 anniversary.
Flower classification
I took this figure and fed it into the network trained to tell me what kind of flower it was.
Weld detection
Two classes of weld detection (0-normal, 1-weld).
Visualization of the convolutional layers
This is a visualization of first few layers of ResNet34, pre-trained on ImageNet, and fine-tuned to perform fault diagnosis on the CWRU bearing dataset. The task is to recognize the specific bearing fault types of the figures, referring to the original input below.