Automatic Dataset Generation from 3D Object Models for Object Detection Applications

Author:

Buyuktanir Tolga1,Uz Harun1,Erbay Batiray2,Alptekin Ali2,Ozdemir Firat2,Karaagac Abdullah3

Affiliation:

1. Loodos Teknoloji A.S,R&D Department,Istanbul,Türkiye

2. GMF Motor A.S,R&D Department,Kocaeli,Türkiye

3. Karamanoǧlu Mehmetbey University,Urban Planning Department,Karaman,Türkiye

Publisher

IEEE

Reference15 articles.

1. Next-generation deep learning based on simulators and synthetic data;de melo;Trends in Cognitive Sciences,2021

2. Design and use paradigms for gazebo, an open-source multi-robot simulator

3. YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors

4. Accurate detection and 3D localization of humans using a novel YOLO-based RGB-D fusion approach and synthetic training data

5. Ros: an open-source robot operating system;quigley;ICRA Workshop on Open Source Software,2009

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