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  • Our picks

    • Skyrim's Most Ambitious Mod Ever
      Beyond Skyrim is a collection of modding teams attempting the impossible: to recreate nearly every single province in Tamriel. Here is their story.

      The size and density of Skyrim was already staggering, but a collective of modding teams is aiming to make it even bigger. “Beyond Skyrim” is more than a single modding project. It’s a cooperative collective of modding teams, each tackling massive chunks of Tamriel landmass. In this in-depth video, we take a closer look at the huge undertaking, its inspirations, and its potential perils and pitfalls.
      • 0 replies
    • Explosive eruptions, "ballistic rocks" possible from volcano in Hawaii
      The potential for "explosive eruptions" from Hawaii's Kilauea volcano in the coming weeks is rising, which could result in pebble-sized projectiles being sprayed several miles from the fissures, according to the United States Geological Survey (USGS). Officials in Hawaii said late Wednesday that a 15th fissure opened up.

      Scientists have no real prediction as to when or where the lava will flow -- or when it will end.
      • 0 replies
    • Epic Sax Guy
      Listen to the new epic sax guy...
      • 0 replies
    • Fortnite Week 10 Challenges Leaked: Skydive Through Floating Rings
      As has become the norm before the release of each set of weekly challenges in Fortnite: Battle Royale, the upcoming objectives have been leaked. We now have at least a sense for what the next challenges will ask you to do for Week 10--the final leg of Season 3--whether you're playing on PS4, Xbox One, PC, or mobile.

      As discovered through Fortnite Tracker, which uncovers data hidden in the game's files, Week 10 involves the usual array of things to do. Some, like eliminating opponents, are tasks you'll likely do without going out of your way; others require you to spend some time in certain areas, such as searching chests in Fatal Fields. Others are a bit more specialized, like racking up headshots.

      Week 10 will seemingly introduce a new game element. Following an early challenge that wanted you to land on certain targets, one in Week 10 asks you to skydive through floating rings. Another will have you scouring the map in search of a point between a "Stone Circle, Wooden Bridge, and a Red RV." We'll have a guide helping you with all of this once the challenges are live on Thursday, April 26.

      Fortnite Week 10 Challenges

      Search Chests in Fatal Fields (7) -- 5 Battle Stars


      Deal Headshot Damage to opponents (250) -- 5 Battle Stars


      Search a Chest in different Named Locations (12) -- 5 Battle Stars


      Skydive through floating Rings (10) -- 5 Battle Stars


      Hard: Search between a Stone Circle, Wooden Bridge, and a Red RV -- 10 Battle Stars


      Hard: Eliminate Opponents (10) -- 10 Battle Stars


      Hard: Eliminate opponents in Pleasant Park (3) -- 10 Battle Stars



      Weekly challenges, despite the name, are typically available for more than a week, although this is the final week of Season 3. Anyone who purchases the Battle Pass has the entirety of Season 3 to complete them. You can see all the Fortnite skins and rewards up for grabs with this Battle Pass to get an idea of what awaits if you dive in.

      Whether or not you've purchased the Season 3 Battle Pass, you can log in to claim some free Battle Stars to help you earn some rewards: Epic Games recently granted some freebies to all players to make up for server issues. Meanwhile, it's removed the Guided Missile, which proved to be a contentious addition.
      • 0 replies
    • NVIDIA Inpainting Uses AI To Magically Rebuild Corrupted Or Damaged Images
      NVIDIA researchers have come up with some new artificial intelligence (AI) technology that can help fill in the blanks with respect to images that have either been corrupted or otherwise having missing details. With a team lead by NVIDIA's Guilin Liu, missing pixels can be quickly reclaimed with stunning results.
      This process, which NVIDIA calls image inpainting, can be used not only for restoring missing image pixels, but also for removing an unwanted object from a scene and filling it back in. If this sounds familiar, it's because Photoshop has been able to perform similar operations with Content-Aware Fill, which was introduced in the CS5 release.

      However, NVIDIA goes a step further given that inpainting was trained using 55,116 random streaks and holes to improve its performance. Another 25,000 were generated to further test the algorithm's accuracy. 

      “Our model can robustly handle holes of any shape, size location, or distance from the image borders,” wrote the NVIDIA researchers in a paper on inpainting. “Further, our model gracefully handles holes of increasing size.

      “To the best of our knowledge, we are the first to demonstrate the efficacy of deep learning image inpainting models on irregularly shaped holes.”

      NVIDIA of course has plenty of high-powered hardware to pull from for its machine learning exercises, and in this case used Tesla V100 GPUs linked up with a cuDNN-accelerated PyTorch deep learning framework.

      To see NVIDIA image inpainting in action, simply take a look at the embedded video above. The results are remarkable, especially when looking at woman's "gouged out" eyes being replaced with two new ones. The results aren't always perfect, but it's still a remarkable achievement that shows a lot of promise.

      Eventually, NVIDIA says that its image inpainting technique could be integrated into photo editing software.

       

       
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