Search Results for author: Vung Pham

Found 3 papers, 1 papers with code

Road Damages Detection and Classification with YOLOv7

no code implementations31 Oct 2022 Vung Pham, Du Nguyen, Christopher Donan

The results show that the data collection from Google Street View is efficient, and the proposed deep learning approach results in F1 scores of 81. 7% on the road damage data collected from the United States using Google Street View and 74. 1% on all test images of this dataset.

Classification Road Damage Detection

Road Damage Detection and Classification with Detectron2 and Faster R-CNN

1 code implementation28 Oct 2020 Vung Pham, Chau Pham, Tommy Dang

The results show that the X101-FPN base model for Faster R-CNN with Detectron2's default configurations are efficient and general enough to be transferable to different countries in this challenge.

General Classification Road Damage Detection

Outliagnostics: Visualizing Temporal Discrepancy in Outlying Signatures of Data Entries

no code implementations30 Oct 2019 Vung Pham, Tommy Dang

This paper presents an approach to analyzing two-dimensional temporal datasets focusing on identifying observations that are significant in calculating the outliers of a scatterplot.

Time Series Time Series Analysis

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