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Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3

We present a new version of YOLO with better performance and extended with instance segmentation called Poly-YOLO. Poly-YOLO builds on the original ideas and an inefficient distribution of anchors. Poly-YOLO reduce...

Applied mathematics

  • 2021
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  • Jimp
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  • Link
Result

Poly-YOLO

We present a new version of YOLO with better performance and extended with instance segmentation called Poly-YOLO. Poly-YOLO builds on the original ideas and inefficient distribution of anchors. Poly-YOLO reduces t...

Applied mathematics

  • 2020
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  • R
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  • Link
Result

YOLO-ASC: You Only Look Once And See Contours

YOLO is a useful, one-stage tool for object detection and classification includes redundant information about the background. We propose YOLO-ASC, which the background. For the quadrangular detection functionality, YOLO-ASC...

Applied mathematics

  • 2020
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  • D
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  • Link
Result

Object Detection by Tiny-YOLO on TurtleBot3 as an Educational Robot

as an educational wheeled autonomous robot which Tiny-YOLO algorithm has been applied as a novel fusion SLAM for a more precise type of mapping. Finally, Tiny-YOLO as a machine Pi could not handle the full YOLO due to its ...

Robotics and automatic control

  • 2023
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  • D
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  • Link
Result

Dist-YOLO -- YOLOv3 with distance

The software represents an extension of original YOLOv3 neural network classifier with distance estimation and higher precision that the original YOLOv3 approach. The implementation is available at: https://gitlab.com/EnginCZ/yolo-with-dista...

Computer and information sciences

  • 2023
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  • R
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  • Link
Result

Detection of Vocal Cords in Endoscopic Images Based on YOLO Network

This article presents an application of the YOLOv5 object detection algorithm to detect vocal folds in laryngoscopic videos without any additional image enhancement. Accuracy in the form of mean average precision, precision, and recall of architectur...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2023
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Result

Evaluation of deepfake detection using YOLO with local binary pattern histogram

Histogram (YOLO-LBPH) to detect fake videos. YOLO is used to detect the face in an image Pattern Histogram to extract temporal features. The proposed YOLO-LBPH is implemented......

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2022
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  • Jimp
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  • Link
Result

Animal identification software in 3 modifications

neural network of the YOLO architecture each time. In each modification, a different type of YOLO network was used, the difference of which lay in the number of parameters contained in them. The specific values of each YOLO

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2023
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  • R
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  • Link
Result

Dist-YOLO: fast object detection with distance estimation

We present a scheme of how YOLO can be improved in order to predict the absolute distance of objects using only information from a monocular camera. It is fully integrated into the original architecture by extending the prediction vectors. F...

Applied mathematics

  • 2022
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  • Jimp
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  • Link
Result

Real-Time Vision-Based Fault Detection System for FDM 3D Printing Using Convolutional Neural Networks

We present a real-time vision-based fault detection system for Fused Deposition Modeling (FDM) 3D printing, utilizing multiple You Only Look Once (YOLO) Convolutional. Unlike previous studies that use single models, our system integrates the...

Automation and control systems

  • 2024
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