Garden Trends and New Plants for 2019

January, right after Christmas, means MANTS (mid-atlantic nurseryman’s show), and I attend every year to see what is up and coming in the gardening world. New plants, new products, new trends, are the things that I look for in the upcoming year. It is the CES of gardening, not as exotic or techy as electronics, but still exciting and new, and way more interesting.

Discussing new products with one…

New Post has been published on https://takenews.net/twitter-educated-an-ai-to-assist-auto-crop-your-images-higher/

Twitter Educated an AI to Assist Auto-Crop Your Images Higher

Twitter has simply introduced that auto-cropping of pictures on the social networking service will likely be producing significantly better outcomes due to a brand new neural community that has been educated for the duty.

Twitter has been a platform for picture sharing since 2011, however cropping shared pictures into neat previews has been a problem for builders. One technique the service beforehand used was to make use of face detection and crop round essentially the most outstanding face in every picture.

Drawback is, there are numerous shared pictures that don’t have faces, and these pictures can typically get was “awkwardly cropped preview photographs.”

For its newest try at bettering the picture cropping system, Twitter is instructing its AI new tips. As an alternative of in search of faces, the AI will likely be looking for “salient” areas of pictures — the areas that persons are almost certainly to look when freely gazing on the image.

“Teachers have studied and measured saliency by utilizing eye trackers, which document the pixels folks fixated with their eyes,” Twitter says. “Generally, folks are inclined to pay extra consideration to faces, textual content, animals, but additionally different objects and areas of excessive distinction.

“This information can be utilized to coach neural networks and different algorithms to foretell what folks would possibly need to have a look at. The essential concept is to make use of these predictions to heart a crop round essentially the most attention-grabbing area.”

Listed here are some earlier than and after examples exhibiting badly achieved crops on Twitter earlier than and what the brand new crops appear like with this neural community:

Neural networks that take care of saliency are normally too gradual for use for cropping large volumes of pictures in real-time, however Twitter developed some optimizations that assist its system carry out 10 occasions sooner than normal strategies. The result’s that the AI can do clever cropping on all pictures as quickly as they’re uploaded.

Scanner App by Photomyne: Scan & Auto-Crop Photos – Photomyne LTD

Scanner App by Photomyne: Scan & Auto-Crop Photos Photomyne LTD Genre: Photo & Video Price: $4.99 Release Date: March 10, 2015 One of the Top 10 Photo & Video Apps Worldwide in 2016 / 2 million downloads, 35 million photos scanned! / Detects multiple photographs in each scan shot, crops, enhances and saves them for you! Photomyne is the ONLY app that lets you scan multiple photos in a single…