Always thought democracy was protected by education, independent press and economic inclusion. At #ECCV I learn it was about killer drones all along! All that money wasted on universities and healthcare. Good to see we're finally sending the right message to young researchers.

Sara Beery at #CV4GOOD. Active learning gets evaluated inductively, on a held-out test set. But ecologists want the whole pool labeled. Evaluate transductively and rare classes suddenly beat common ones — look at the pink bars. #ECCV2026

Closing panel at #CV4GOOD, and the room is full. Joseph Redmon, Sara Beery, Lorenz Wendt and Yann Rebois on dual use, governance, and the research agenda. Moderated by Federico Tombari. #ECCV2026

Joseph Redmon (@allen_ai) at #CV4GOOD opened with: "Can we build the panopticon, but, like, for good?" Their answer isn't a vibe, it's mechanisms. License barring military, defense, police, surveillance and extractive use. Invitation-only platform. Code fully open. #ECCV2026

Back from the break at #CV4GOOD with Sara Beery (@MIT): "Targeting Human Verification for Robust Deployment of AI in Ecology." Room D2. #ECCV2026

Corey Scher at #CV4GOOD on damage mapping under pressure. Ukraine: 42,000+ settlements monitored, damage in over 5% of them, 90% within 360 km of the frontline. Gaza: 58 maps in the first year, roughly one a week, shared with journalists and humanitarians. #ECCV2026

Jamon Van Den Hoek at #CV4GOOD on the data gap our field rarely models. Satellite coverage isn't "everywhere, all the time" — it's uneven across time and space. And conflict zones get hit twice: sparse collection, plus embargoes and restrictions on commercial imagery. #ECCV2026

#CV4GOOD at #ECCV2026 is live🌱 Room D2, Malmömässan. Half a day where computer vision sits face to face with frontline humanitarian practice — what works in the field, what fails, what's missing. The Good AI Lab × Médecins Sans Frontières. 1st edition. cv4good.thegoodailab.org

CV4GOOD — Computer Vision for Humanitarian Action

ECCV 2026 workshop in Malmö, Sweden on Tuesday, September 8, 2026, pairing CV researchers with humanitarian practitioners from MSF.

cv4good.thegoodailab.org

Yann Rebois (@msf.org) at #CV4GOOD: "The challenge is no longer only detecting features from satellite imagery; it is turning imperfect but timely AI outputs into trusted operational support for humanitarian teams." The bottleneck is operational integration, not only model development. #ECCV2026

Next at #CV4GOOD: Lorenz Wendt (Z_GIS / CDL GEOHUM, Salzburg) on EO for humanitarian action 🌱 The whole pipeline in one slide: request → data integration → semi-automated analysis → spatial analysis → information products → ground validation. EO services for MSF since 2011. #ECCV2026

And we're off — @pierl.bsky.social opening the 1st edition of #CV4GOOD 🌱 Not only whether CV can help humanitarian action, but how to make it reliable enough for high-stakes decisions and accountable enough to deserve trust. Full room in D2 #ECCV2026

Most of what @thegoodailab.bsky.social does can be described as building a connection. A bridge between frontier AI research and humanitarian action, education, and sustainability. 🌱🧵 cv4good.thegoodailab.org w/@msf.org

CV4GOOD — Computer Vision for Humanitarian Action

ECCV 2026 workshop in Malmö, Sweden on Tuesday, September 8, 2026, pairing CV researchers with humanitarian practitioners from MSF.

cv4good.thegoodailab.org

AI for Peace 2nd edition is back at @neuripsconf.bsky.social, Paris, December. The call for in person presentations is open. Submit, come, and be part of a community that is building up. AI for Peace @ NeurIPS 2026, Paris - One-page, non-archival, talk or poster. - Deadline 14 September 2026

Why blue tho?