Understanding animal behaviour is central to predicting, understanding, and miti-gating impacts of natural and anthropogenic changes on animal populations andecosystems. However, the challenges of acquiring and processing long-term, eco-logically relevant data in wild settings have constrained the scope of behaviouralresearch. The increasing availability of Unmanned Aerial Vehicles (UAVs), cou-pled with advances in machine learning, has opened new opportunities for wildlifemonitoring using aerial tracking. However, the limited availability of datasets with wildanimals in natural habitats has hindered progress in automated computer visionsolutions for long-term animal tracking. Here, we introduce the first large-scaleUAV dataset designed to solve multi-object tracking (MOT) and re-identification(Re-ID) problem in wild animals, specifically the mating behaviour (or lekking) ofblackbuck antelopes. Collected in collaboration with biologists, the MOT datasetincludes over 1.2 million annotations including 680 tracks across 12 high-resolution(5.4K)

Will Gulf states join war? One police officer has been killed in a drone strike by "outlaw groups" on the headquarters of the Iraqi National Intelligence Service in the heart of capital Baghdad. "A drone targeted the headquarters of the Iraqi National Intelligence Service in the Mansour district" at about 10am local time (07:00 GMT), General Saad Maan, head of the Iraqi government's security media unit, said in a brief statement on Saturday. Another drone, filming the operation, crashed into a private members ' sports club popular with the Iraqi elite and foreign diplomats, according to the same source. The drone attack on the headquarters of the National Intelligence Service came hours after another attack on the US military complex.

Two people were killed in a Russian drone attack on a home in the Ukrainian city of Zaporizhzhia, local authorities say. Two children, 11 and 15, were also injured in the attack which took place on the eve of new talks between Ukrainian and American negotiators in the US. Negotiations on ending the war have been on hold since the start of the latest conflict in Iran. President Volodymy Zelensky wants his negotiators to discuss the US decision to ease sanctions on Russian oil - implemented by Washington to help keep down global energy prices. Talks mediated by the US have so far failed to stop the fighting in Ukraine or change Russia's demands, and there is little hope of a breakthrough.

Unmanned Aerial Vehicles (UAVs), equipped with cameras, are employed in numerous applications, including aerial photography, surveillance, and agriculture. In these applications, robust object detection and tracking are essential for the effective deployment of UAVs. However, existing benchmarks for UAV applications are mainly designed for traditional 2D perception tasks, restricting thedevelopment of real-world applications that require a 3D understanding of the environment. Furthermore, despite recent advancements in single-UAV perception, limited views of a single UAV platform significantly constrain its perception capabilities over long distances or in occluded areas. To address these challenges, we introduce UAV3D - a benchmark designed to advance research in both 3D andcollaborative 3D perception tasks with UAVs. UAV3D comprises 1,000 scenes, each of which has 20 frames with fully annotated 3D bounding boxes on vehicles. We provide the benchmark for four 3D perception tasks: single-UAV 3D object detection, single-UAV object tracking, collaborative-UAV 3D object detection, and collaborative-UAV object tracking.

Barksdale Air Force Base, home to nuclear-capable B-52 bombers, confirmed "multiple unauthorized drones" in its airspace during the week of March 9.

Alabama student Jimmy Gracey was ALONE when he walked to his death in Barcelona, cops say, as autopsy reveals 20-year-old's sad cause of death Taylor Frankie Paul's neighbors share surprising reactions to video of her attacking ex... as The Bachelorette season is axed Now the Coldplay kiss-cam woman claims SHE'S the victim it's time to tell the truth about her and Ozempic Oprah: KENNEDY'My doctor couldn't believe it... I'd reversed my biological age by 20 years': How ordinary people are healing liver damage with FOOD - and the telltale signs your'silent organ' is in trouble Iran sends American spring breakers into spiral with chilling warning about luxury resorts not being'safe' Lesbian prison secrets of'hell on wheels' teen Mackenzie Shirilla who killed boyfriend and friend by crashing into wall at 100mph... as inmates reveal her mean girl antics behind bars Historic heatwave to spread'hazardous weather' across 23 states as temperatures skyrocket Inside America's wealthiest ZIP code: It's not where you think The vicious nickname Trump allies have given to Hegseth's Iran war briefings... and why the President ought to take notice: MARK HALPERIN I was the last person to see JFK Jr and Carolyn Bessette alive: What was said that night is unthinkably haunting... this is the truth about their runway fight and death spiral Joe Duggar's sister Jill shares'shocked' reaction to his arrest on accusation of molesting nine-year-old The'middle-class kinks' saving marriages: Wives reveal the eight buzzy sex trends that revived their lagging libidos - including the fantasy husbands are secretly obsessed with Sharon Stone's rumored beauty secrets revealed despite swearing off cosmetic tweakments after major health scare Harrowing final moments of Alabama student before his Barcelona death: Mystery person caught on surveillance... and witness's chilling account Casino Royale star, 79, who posed for Playboy and has a Yellowstone link makes rare sighting, who is she? The home of the US Air Force's nuclear bomber fleet was repeatedly invaded by a swarm of mysterious drones that could not be stopped by the military's jamming technology. Officials at Barksdale Air Force Base in Louisiana confirmed to the Daily Mail that the base detected'multiple unauthorized drones' entering restricted airspace between March 9 and March 15. The first incident involving a single'unmanned aerial system' triggered a shelter-in-place order and terror alert amid reports from the FBI of potential drone attacks on US soil. However, an internal military briefing document has reportedly revealed that later incidents involved swarms of 12 to 15 drones entering the base's no-fly zone .

Hospital cyberattacks like the University of Mississippi Medical Center ransomware incident disrupt patient care. Ricardo Amper explains why healthcare systems are targets.

Smart glasses with AI photo editing capabilities raise questions about image authenticity as the technology can generate realistic backgrounds and alter photos instantly.

Ros Atkins on... Trump's mixed messages on the war For every day of this war, President Trump has been sharing his perspective and his thinking - whether in press conferences, in video statements or in posts on social media. In the last week, that's continued - as strikes have been exchanged - and pressure has built on the supply of oil and gas from the region. The BBC's Analysis Editor Ros Atkins has looked at what the President's been saying. Watch: Sean Penn receives'Oscar' in Ukraine after skipping US ceremony The Academy Award winning US actor won his third Oscar on Sunday, but skipped the ceremony to visit Ukraine. Voiced by Domhnall Gleeson and directed by John Kelly, Retirement Plan is nominated for Best Animated Short Film at the 98th Academy Awards.

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