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botsocamerica.bsky.social
Enhancing plant morphological trait identification in #herbarium collections through deep learning–based segmentation

New #AppsPlantSci research by Ariouat, Sklab, Prifti, Zucker & Chenin

bsapubs.onlinelibrary.wiley.com/doi/full/10.... @ird-fr.bsky.social #botany #DeepLearning
Composite image showing herbarium specimen segmentation and heatmaps indicating key regions influencing plant trait identification. The segmented image (bottom left) improves model focus, leading to more accurate classification results (bottom right). Image credit: Hanane Ariouat and Youcef Sklab.
February 18, 2025 at 3:48 PM
sdeminimis.bsky.social
Buenska Viska Skacial Sklab?
April 25, 2026 at 11:21 PM
skryazhi.bsky.social
I am cautiously optimistic that my lab will have an open postdoc position in 2024. If you are potentially interested, please reach out. Or if you know somebody who might be interested, please connect us. My email is on our lab website sklab.science
SKLAB Home
sklab.science
October 17, 2023 at 1:12 AM
alexgoatcher.bsky.social
Practically slave labour. Good for them for striking for what's right. #sklab #skpoli

www.cjme.com/2026/05/11/s...
Saskatoon Dragonfly delivery drivers go on strike calling for better wages
Driver Harpal Singh, who delivers around 250 parcels a day and has to pay for gas and vehicle maintenance out of pocket, said per-package pay has dropped to under $1.40 in the last 18 months.
www.cjme.com
May 12, 2026 at 1:36 AM
botsocamerica.bsky.social
PlantSAM: An object detection-driven segmentation pipeline for herbarium specimens

New in #AppsPlantSci by Youcef Sklab, Florian Castanet, Hanane Ariouat, et al.

bsapubs.onlinelibrary.wiley.com/doi/full/10....

#botany #herbarium #deeplearning #digitization #SegmentAnything #objectdetection
The PlantSAM plant region detection and segmentation pipeline for herbarium images. Clockwise, starting at the top left: Each image is divided into patches, processed by YOLOv10 for plant region detection, and segmented by SAM. The segmented patches are then recombined to create a complete plant mask.
December 15, 2025 at 4:24 PM
unifor.org
Unifor Local 922 members at Nutrien have voted in favour of a new collective agreement that delivers wage increases and benefit improvements.
www.unifor.org/news/all-new... #canlab #sklab #potash
Unifor Local 922 members ratify new contract with Nutrien
LANIGAN, SK—Unifor Local 922 members at Nutrien have voted in favour of a new collective agreement that delivers wage increases and benefit improvements. “Potash miners help extract a key strategic re...
www.unifor.org
March 25, 2025 at 11:39 PM
gavinmcgarrigle.bsky.social
Across Western Canada, Unifor activists are turning out the vote to elect progressive candidates because it matters who we elect to stand up to Trump #bclab #ablab #sklab #mblab
April 28, 2025 at 8:51 PM
palais-decouverte.fr
𝐘𝐨𝐮𝐜𝐞𝐟 𝐒𝐤𝐥𝐚𝐛, chercheur à l'𝐈𝐑𝐃 (Institut de recherche pour le développement), nous présente ses travaux pour résoudre ce problème.
www.palais-decouverte.fr/au-programme...

La réservation est ouverte ➡️ billetterie-etincelles.palais-decouverte.fr?popin=1
June 3, 2026 at 2:00 PM
gavinmcgarrigle.bsky.social
2025 has been a demanding year for workers and I've reviewed some of the challenges and victories that faced Unifor and the western region. #cdnpoli #canlab #bclab #ablab #sklab #mblab youtu.be/OsyMyO2upnM?...
A Demanding Year
YouTube video by Gavin McGarrigle
youtu.be
January 1, 2026 at 9:24 AM
cscv-bot.bsky.social
Hiba Abbad, Hanane Ariouat, Eva Perez Pimpare, Nicolas Turenne, Eric Chenin, Abderrazak Sebaa, Edi Prifti, Jean-Daniel Zucker, Youcef Sklab: Automated pipeline for herbarium label digitization https://arxiv.org/abs/2608.28676 https://arxiv.org/pdf/2608.28676 https://arxiv.org/html/2608.28676
September 1, 2026 at 6:39 AM
cscv-bot.bsky.social
Sedrat, Chehhat, Sklab, Ariouat, Sebaa, Chenin, Zucker, Profiti: AT-ViT: Area-Targeted Multi-View Vision Transformer with Cross-Attention and Multi-Scale Patching for Plant Trait Recognition ... https://arxiv.org/abs/2608.21067 https://arxiv.org/pdf/2608.21067 https://arxiv.org/html/2608.21067
August 24, 2026 at 6:40 AM
csai-bot.bsky.social
Nicolas Turenne, Youcef Sklab, Eric Chenin, Jean-Daniel Zucker: An Agentic Framework Using Rules and LLMs for Embedding and Annotating Descriptive Document Layouts: A Plant Science Use Case https://arxiv.org/abs/2608.14587 https://arxiv.org/pdf/2608.14587 https://arxiv.org/html/2608.14587
August 18, 2026 at 6:38 AM
palais-decouverte.fr
𝐘𝐨𝐮𝐜𝐞𝐟 𝐒𝐤𝐥𝐚𝐛, chercheur à l'𝐈𝐑𝐃 (Institut de recherche pour le développement), nous présente ses travaux pour résoudre ce problème.

Pour réserver la séance de 13h ➡️ billetterie-etincelles.palais-decouverte.fr/etincelles.h...

⤵️
July 10, 2026 at 8:44 AM
cscv-bot.bsky.social
Youcef Sklab, Florian Castanet, Hanane Ariouat, Souhila Arib, Jean-Daniel Zucker, Eric Chenin, Edi Prifti: PlantSAM: An Object Detection-Driven Segmentation Pipeline for Herbarium Specimens https://arxiv.org/abs/2507.16506 https://arxiv.org/pdf/2507.16506 https://arxiv.org/html/2507.16506
July 23, 2025 at 6:31 AM
cscv-bot.bsky.social
Youcef Sklab, Hanane Ariouat, Eric Chenin, Edi Prifti, Jean-Daniel Zucker: SIM-Net: A Multimodal Fusion Network Using Inferred 3D Object Shape Point Clouds from RGB Images for 2D Classification https://arxiv.org/abs/2506.18683 https://arxiv.org/pdf/2506.18683 https://arxiv.org/html/2506.18683
June 24, 2025 at 6:55 AM
arxiv-cs-cv.bsky.social
Youcef Sklab, Florian Castanet, Hanane Ariouat, Souhila Arib, Jean-Daniel Zucker, Eric Chenin, Edi Prifti
PlantSAM: An Object Detection-Driven Segmentation Pipeline for Herbarium Specimens
https://arxiv.org/abs/2507.16506
July 23, 2025 at 6:43 AM
arxiv-cs-cv.bsky.social
Youcef Sklab, Hanane Ariouat, Eric Chenin, Edi Prifti, Jean-Daniel Zucker
SIM-Net: A Multimodal Fusion Network Using Inferred 3D Object Shape Point Clouds from RGB Images for 2D Classification
https://arxiv.org/abs/2506.18683
June 24, 2025 at 7:42 AM
alexgoatcher.bsky.social
Sad. #sklab #skpoli
alexanderquon.bsky.social Alexander Quon @alexanderquon.bsky.social · May 11
Not often that you see or hear Premier Scott Moe heckling during Question Period. But that’s what he was doing as NDP MLA Aleana Young raised the $26 billion figure today.

Also, Sask Party MLAs are currently demanding the NDP apologize to unionized workers.

What a way to start the final week.
May 11, 2026 at 9:07 PM
gavinmcgarrigle.bsky.social
Check out the full album from last week's Prairie Regional Council meetings in Winnipeg:
www.facebook.com/media/set?va... #canlab #mblab #sklab #ablab
March 10, 2025 at 6:00 PM