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Oops, SVG illustrations are nice though! ;)

4 months ago 1 0 1 0

Not entirely sure of the species, but definitely an umbellifer/Apiaceae of some kind.

There are many great species for pollinators within it depending on where you live, such as wild carrot (D. carota) or Ammi majus (which the plant in the image may be) or many others.

10 months ago 1 0 0 0
flatbug-dataset a compilation of dataset of terrestrial arthropodes on various surfaces This dataset is a compilation of 23 datasets all individually described in their respective DOI entry. The complete dataset was used to train "flatbug" a generalist instance segmentation algorithm tha...

Dataset: doi.org/10.5281/zeno...

Big thanks to my co-authors: Quentin Geissmann, Guillaume Mougeot, Toke T Høye, Juli Carrillo, Jamie Alison, Daphne Chevalier, Kim Bjerge, Nisa Molina, and Song-Quan Ong, as well as everyone else who contributed with data or annotations.

11 months ago 2 0 1 0
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GitHub - darsa-group/flat-bug: Flatbug is a hyperinference and trained YOLOv8 model zoo, with a bespoke diverse dataset of the same name. Flatbug is a hyperinference and trained YOLOv8 model zoo, with a bespoke diverse dataset of the same name. - GitHub - darsa-group/flat-bug: Flatbug is a hyperinference and trained YOLOv8 model zoo...

GitHub: github.com/darsa-group/...

We also set a precedent for robust evaluation of machine learning methods for applications within not only biodiversity monitoring, but also ecology as a broader subject, pushing beyond simple averaged metrics and random mixing of training and testing data.

11 months ago 3 0 1 0
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A General Method for Detection and Segmentation of Terrestrial Arthropods in Images To better understand the status and trends of insects and other arthropods, emerging technologies like image recognition are developing rapidly. This is creating a strong demand for efficient and accu...

Preprint: www.biorxiv.org/content/10.1...

We introduce flatbug—an easy-to-use, versatile tool for detecting and segmenting insects and arthropods from many types of images. The tool aims to accelerate insect biodiversity monitoring, laboratory experiments and ecological studies.

11 months ago 1 0 1 0
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I am excited to share that my first first-author paper, “A General Method for Detection and Segmentation of Terrestrial Arthropods in Images,” is now available on preprint.

If you are interested take a look at my blog (asgersvenning.com/flat-bug/) or consider reading the pre-print (linked below).

11 months ago 35 9 2 2
Asger Svenning
Asger Svenning
@asgersvenning.com
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