Search Results for author: Mingying Li

Found 2 papers, 1 papers with code

Spatial-wise Dynamic Distillation for MLP-like Efficient Visual Fault Detection of Freight Trains

1 code implementation10 Dec 2023 Yang Zhang, Huilin Pan, Mingying Li, An Wang, Yang Zhou, Hongliang Ren

Existing modeling shortcomings of spatial invariance and pooling layers in conventional CNNs often ignore the neglect of crucial global information, resulting in error localization for fault objection tasks of freight trains.

Fault Detection object-detection +1

Efficient Visual Fault Detection for Freight Train Braking System via Heterogeneous Self Distillation in the Wild

no code implementations3 Jul 2023 Yang Zhang, Huilin Pan, Yang Zhou, Mingying Li, Guodong Sun

Efficient visual fault detection of freight trains is a critical part of ensuring the safe operation of railways under the restricted hardware environment.

Fault Detection object-detection +1

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