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wishing everyone a Happy Ramadan!

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We're happy to announce the #ICCV2023 BRAVO Workshop: roBust and Reliability of Autonomous Vehicles in the Open-world. We welcome full papers and extended abstracts on  robustness, generalization, transparency, and verification of computer vision models valeoai.github.io/bravo/

Deep Learning job interview questions, fully solved & covering a wide range of key AI topics: bit.ly/3AHIfP8 credit: Daily AI Papers

What an interesting paper!! 1/2: It introduces a model for open-vocabulary object detection (OVOD) that detects objects beyond the training categories. It allows users to specify new categories without retraining. arxiv.org/pdf/2306.05493…

Great to present our work from @comp_sci_durham Durham University combining real-time anomaly detection with 360 degree panoramic stitching yesterday UKDI Defence and Security Accelerator with Amir Atapour-Abarghouei Hubert P. H. Shum 𝙽𝚎𝚎𝚕𝚊𝚗𝚓𝚊𝚗 𝙱𝚑𝚘𝚠𝚖𝚒𝚔 Brian Isaac-Medina yonafalinie in collaboration with Nuclear Decommissioning Authority. #AI #computervision

Our first presentation of #CVPR2026 #CVPR2023 - our workshop paper on Anomaly Detection in infrared surveillance imagery. Joint work @comp_sci_durham with Hubert P. H. Shum Amir Atapour-Abarghouei Brian Isaac-Medina yonafalinie 𝙽𝚎𝚎𝚕𝚊𝚗𝚓𝚊𝚗 𝙱𝚑𝚘𝚠𝚖𝚒𝚔 - paper: breckon.org/toby/publicati… poster: breckon.org/toby/publicati…

Wonderful to host delegation from Saudi Electronic University, Imam University, Um Al-Qura University, PNU, University of Jeddah, British Council + Saudi Embassy UK in VIViD@Durham University Perception Systems Lab Comp Sci @ Durham today. Thanks to hosts Brian Isaac-Medina yonafalinie Ghada

Making the maths simple 📹 JJ Delgado

Great to host visitors from the Equipping Christian Leadership St John's College in Comp Sci @ Durham today for an interesting discussion on all things 'visual AI' VIViD@Durham University, and a special nod to Thomas Bayes. Thanks Brian Isaac-Medina yonafalinie Judge, Ghada, Yixin, 𝙽𝚎𝚎𝚕𝚊𝚗𝚓𝚊𝚗 𝙱𝚑𝚘𝚠𝚖𝚒𝚔 for setup/hosting.

Presenting our work on 360 degree anonaly detection in thermal infrared imagery #CVPR2026 #CVPR VAND anonaly detection workshop today. Joint work with yonafalinie Brian Isaac-Medina 𝙽𝚎𝚎𝚕𝚊𝚗𝚓𝚊𝚗 𝙱𝚑𝚘𝚠𝚖𝚒𝚔 Hubert P. H. Shum Amir Atapour-Abarghouei from @comp_sci_durham VIViD@Durham University.

Presenting our work on the performance of foundational model based object segmentation in X-ray security imagery Marilyn Decrescenzo #CVPR2024 with yonafalinie 𝙽𝚎𝚎𝚕𝚊𝚗𝚓𝚊𝚗 𝙱𝚑𝚘𝚠𝚖𝚒𝚔 Brian Isaac-Medina from VIViD@Durham University Comp Sci @ Durham #AI #ComputerVision

It was a pleasure to host a visitors from Peking University in the lab VIViD@Durham University @comp_sci_durham today. Many thanks for yonafalinie and 𝙽𝚎𝚎𝚕𝚊𝚗𝚓𝚊𝚗 𝙱𝚑𝚘𝚠𝚖𝚒𝚔 for presenting. #DUInspire Durham University

Engaging poster presentations from Brian Isaac-Medina and Luis Li from Comp Sci @ Durham this week European Conference on Computer Vision #ECCV2026 #ECCV2024 in Milan - topics covering object based anomaly detection with yonafalinie 𝙽𝚎𝚎𝚕𝚊𝚗𝚓𝚊𝚗 𝙱𝚑𝚘𝚠𝚖𝚒𝚔 and 3D LiDAR segmentation with Hubert P. H. Shum #AI #autonomy Durham University

BREAKING NEWS The Royal Swedish Academy of Sciences has decided to award the 2024 #NobelPrize in Physics to John J. Hopfield and Geoffrey E. Hinton “for foundational discoveries and inventions that enable machine learning with artificial neural networks.”

Thanks to Robust Recognition in the Open World (RROW) workshop team British Machine Vision Conference (BMVC) 2024 for opportunity to talk on our research on 'Object-wise Out of Distribution & Anomaly Detection' @comp_sci_durham - joint work with Brian Isaac-Medina yonafalinie 𝙽𝚎𝚎𝚕𝚊𝚗𝚓𝚊𝚗 𝙱𝚑𝚘𝚠𝚖𝚒𝚔 Amir Atapour-Abarghouei Hubert P. H. Shum

Dur360BEV: A Real-world 360-degree Single Camera Dataset and Benchmark for Bird-Eye View Mapping in Autonomous Driving - today IEEE ICRA by yonafalinie for lead author + Comp Sci @ Durham PhD student Tom E w/ Amir Atapour-Abarghouei Yixin Sun - vid: tinyurl.com/48zs7c9u

Semi-supervised Object-Wise Anomaly Detection for Firearm and Firearm Component Detection in X-ray Security Imagery - presented today #CVPR2025 (VAND workshop), joint work with yonafalinie Brian Isaac-Medina 𝙽𝚎𝚎𝚕𝚊𝚗𝚓𝚊𝚗 𝙱𝚑𝚘𝚠𝚖𝚒𝚔 at Comp Sci @ Durham Durham University poster: tinyurl.com/zj63cy99

A big thank you to George-Alex Koulieris, yonafalinie, Tom E, Ghada + Judge from Comp Sci @ Durham for all their efforts on the Durham University open days over the last 2 days - much appreciated by all visitors and myself alike!