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Turfgrass Divot Dataset (Synthetic ) for divot detection object detection system

Authors: stephen foy;

Turfgrass Divot Dataset (Synthetic ) for divot detection object detection system

Abstract

The dataset provided below has been synthetically created using Blender. A fundamental analysis on this data was conducted utilizing the YOLO V3 object detection technique to identify divots or areas of damage. Used for paper: Advancing Turfgrass Maintenance with Synthetic Data for Divot Detection https://github.com/stevefoy/Turfgrass-Divot-Object-Detection @inproceedings{IMVIP2024, author = {Stephen Foy and Simon McLoughlin}, title = {Advancing Turfgrass Maintenance with Synthetic Data for Divot Detection}, booktitle = {Irish Machine Vision and Image Processing Conference (IMVIP)}, year = {2024} } Contents of the Zip File: synthDivot_416x416 Folder: Train and validation subfolders 1200 RGB PNG images Corresponding masks for each image Bounding box data in YOLO .txt format synthDivot_608x608 Folder: Train and validation subfolders 1200 RGB PNG images Bounding box data in YOLO .txt format

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
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5