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The object recognition in Samsung's fridge isn't perfect yet. When I played with it at CES, it mislabeled a can of seltzer when I shifted its position next to a can of tomatoes. It can recognize the difference between an orange and an apple, but a Samsung spokesperson at KBIS admitted that there's still a lot of learning to do before the Kitchen Hub can make more subtle differentiation like telling parsley from cilantro. Its camera also only captures the main shelves of Family Hub. It can't see inside the crisper drawers, the door shelves, or the freezer. That's a lot of fridge left unscanned, not to mention the dry goods in your pantry.

The U.S. International Trade Commission in December 2017 found that hardwood plywood imports from China, which are used in wall panels, kitchen cabinets, table and desk tops and flooring, harm U.S. producers, locking in U.S. duties on the imports for five years.

Despite being fitted with an ankle monitor and advised to 'self-quarantine' due to his age, DailyMail.com took pictures last week of Manafort meeting up with his daughter Andrea and pushing his grandson in a swing.

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The Commerce Department had imposed an anti-dumping duty of 183.6% and anti-subsidy duties ranging up to 194.9% on Chinese imports of hardwood plywood after finding they were being subsidized and dumped in U.S. markets. At the time, it said the imports from China totaled $1.12 billion.

Back in the kitchen, the June Intelligent Oven relies on object recognition to automatically start cooking your steak when you put it in the oven. GE also demonstrated its own food recognition capability at CES this year with its updated Kitchen Hub over-the-range microwave. 

'In addition, with lockdown restrictions leading to a rise in "telecommuting" and working from home, buyers will be looking for spaces that are adaptable and well-designed for ever-changing home-working needs.'

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ED I T O R S ' C H O I C E Oct 2019
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You'll have a few camera options with the Kitchen Hub microwave. It ships with three cameras built-in, one facing out for making video calls, another facing down to capture what's on your burners, and yet another inside the microwave itself. At KBIS, GE also demonstrated a fourth-camera option attached underneath a cabinet, aimed down at an adjacent cutting board. Both the primary down-facing camera and the accessory cam will have object recognition capability.

Not all of the new Family Hub functions worked perfectly in my brief, unsupervised hands-on, but the step forward was evident enough that it appears that the smart kitchen might actually be getting smart enough to be useful.

Your tax refund might seem like new money, but in reality, it belonged to you all along. You simply overpaid on taxes, and now the government is returning your money. While you might be tempted to invest that cash in Future You -- college fund, retirement, leaky roof or the like -- I'm here to say that it's a lot more satisfying to spend the money on something awesome. Why not reward yourself with a new PC, an enormous television or even just a high-tech temperature-regulating coffee mug?

U.S. imports of hardwood plywood surged to $238 million in 2018, after the duties on Chinese imports took effect, from $28 million a year earlier, and then doubled in 2019 to $468 million, U.S. data show. Chinese imports dropped from $1.12 billion in 2017 to $143 million in 2018 and $66 million in 2019. (Reporting by Andrea Shalal, Editing by Tom Brown and Grant McCool)