Search Results for author: Sebastian Koch

Found 2 papers, 2 papers with code

Comprehensive Analysis of the Object Detection Pipeline on UAVs

1 code implementation1 Mar 2022 Leon Amadeus Varga, Sebastian Koch, Andreas Zell

We show that not all parameters have an equal impact on detection accuracy and data throughput, and that by using a suitable compromise between parameters we are able to achieve higher detection accuracy for lightweight object detection models, while keeping the same data throughput.

Camera Calibration object-detection +2

ABC: A Big CAD Model Dataset For Geometric Deep Learning

3 code implementations CVPR 2019 Sebastian Koch, Albert Matveev, Zhongshi Jiang, Francis Williams, Alexey Artemov, Evgeny Burnaev, Marc Alexa, Denis Zorin, Daniele Panozzo

We introduce ABC-Dataset, a collection of one million Computer-Aided Design (CAD) models for research of geometric deep learning methods and applications.

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