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Sci Data May 2023 PMID 37208401

VegAnn, Vegetation Annotation of multi-crop RGB images acquired under diverse conditions for segmentation.

Simon Madec, Kamran Irfan, Kaaviya Velumani, Frederic Baret, Etienne David, Gaetan Daubige, Lucas Bernigaud Samatan, Mario Serouart, Daniel Smith, Chrisbin James, Fernando Camacho, Wei Guo, Benoit De Solan, Scott C Chapman, Marie Weiss

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Mentions

4
Peak: 3 in May 2023
across 2 sources since May 2023

Extended reach

222
potential audience

Total likes

7

Video views

24

Mentions per month

May 2023 – Aug 2023

Where it's discussed

  • X / Twitter3 posts
  • YouTube1 videos

AI synopsis

What people are saying

These discussions reflect a neutral tone, with the mention of the four-year effort indicating recognition but not enthusiasm, highlighting a generally indifferent attitude toward the article’s contributions.

AgreementNeither agree nor disagree

The posts do not clearly agree or disagree with the publication, simply expressing a neutral stance.

InterestNeutral interest

The discussions show minimal curiosity or enthusiasm about the dataset, mainly focusing on the timeline.

EngagementModerate engagement

There is some level of engagement, as the posts comment on the effort involved, but it remains superficial.

ImpactNeutral impact

The discussions suggest that the publication might not have a significant immediate impact on the community.

Abstract in brief

  • The VegAnn dataset consists of 3,775 multicrop RGB images taken under various conditions to help improve the accuracy of pixel-level vegetation segmentation in real-world agricultural images.
  • Current deep learning models, mainly based on CNNs, perform well in controlled settings but struggle to generalize to diverse, real-world images, requiring additional labeled data for fine-tuning.
  • VegAnn aims to advance research by providing a comprehensive, diverse dataset that supports better algorithm benchmarking and large-scale crop vegetation analysis.]
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Top posts

Most liked on X and Bluesky
Simon Madec
@MadecSimon · X

Not yet another Dataset ! After 4 years of construction the VegAnn

May 22, 2023 · 5 likes · 2 shares · 128 followers View post →
Kaaviya Velumani
@kaaviyaVe · X

RT @MadecSimon: Not yet another Dataset ! After 4 years of construction the VegAnn

May 22, 2023 · 2 shares · 50 followers View post →

All mentions

Kaaviya Velumani
@kaaviyaVe · X

RT @MadecSimon: Not yet another Dataset ! After 4 years of construction the VegAnn

May 22, 2023 · 2 shares · 50 followers View post →
SEROUART Mario
@MarioSerouart · X

RT @MadecSimon: Not yet another Dataset ! After 4 years of construction the VegAnn

May 22, 2023 · 2 shares · 8 followers View post →
Simon Madec
@MadecSimon · X

Not yet another Dataset ! After 4 years of construction the VegAnn

May 22, 2023 · 5 likes · 2 shares · 128 followers View post →