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Adam Benzion Contributor Share on Twitter A serial entrepreneur, writer, and tech investor, Adam Benzion is the co-founder of Hackster.io , the world's largest community for hardware developers. Aluminum and iconography are no longer enough for a product to get noticed in the marketplace. Today, great products need to be useful and deliver an almost magical experience, something that becomes an extension of life. Tiny Machine Learning (TinyML) is the latest embedded software technology that moves hardware into that almost magical realm, where machines can automatically learn and grow through use, like a primitive human brain. Until now building machine learning (ML) algorithms for hardware meant complex mathematical modes  based on sample data, known as “ training data ,” in order to make predictions or decisions without being explicitly programmed to do so. And if this sounds complex and expensive to build, it is. On top of that, traditionally ML-related tasks were

In this instalment of our ongoing series around making the most of your at-home video setup, we’re going to focus on one of the most important, but least well understood or implemented parts of the equation: Lighting. While it isn’t actually something that requires a lot of training, expertise or even equipment to get right, it’s probably the number one culprit for subpar video quality on most conference calls – and it can mean the difference between looking like someone who knows what they talk about, and someone who might not inspire too much confidence on seminars, speaking gigs and remote broadcast appearances. Basics You can make a very big improvement in your lighting with just a little work, and without spending any money. The secret is all in being aware of your surroundings and optimizing your camera placement relative to any light sources that might be present. Consider not only any ceiling lights or lamps in your room, but also natural light sources like windows. Ideally,

Vast monoculture farms outstripped the ability of bee populations to pollinate them naturally long ago, but the techniques that have arisen to fill that gap are neither precise nor modern. Israeli startup BeeHero aims to change that by treating hives both as living things and IoT devices, tracking health and pollination progress practically in real time. It just raised a $4 million seed round that should help expand its operations into U.S. agriculture. Honeybees are used around the world to pollinate crops, and there has been growing demand for beekeepers who can provide lots of hives on short notice and move them wherever they need to be. But the process has been hamstrung by the threat of colony collapse, an increasingly common end to hives, often as the result of mite infestation. Hives must be deployed and checked manually and regularly, entailing a great deal of labor by the beekeepers — it’s not something just anyone can do. They can only cover so much land over a given peri

A team of researchers from the West Virginia University (WVU) Rockefeller Neuroscience Institute (RNI), along with WVU’s Medicine department and staff from Oura Health have developed a platform they say can be used to anticipate the onset of COVID-19 symptoms in otherwise healthy people up to three days in advance. This can help with screening of pre-symptomatic individuals, the researchers suggest, enabling earlier testing and potentially reducing the exposure risk among frontline healthcare and essential workers. The sudsy involved using biometric data gathered by the Oura Ring, a consumer wearable that looks like a normal metallic ring, but that includes sensors to monitor a number of physiological metrics, including body temperature, sleep patterns, activity, heart rate and more. RNI and WVU Medical researchers combined this data with physiological, cognitive and behaviroral biometric info from around 600 healthcare workers and first responders. Participants in the study wore t

The USB audio interface is a fairly standardized device – for those who might not know, that’s the hardware you use to take a microphone or instrument that uses an XLR or 1/4″ output and get that into your computer via a USB connection for recording or streaming. There are a lot of choices in USB audio interfaces, from a wide range of brands, but a relatively new entrant from Audient is the EVO 4 , a modern take on the device that includes some smarter tech tweaks to make using one even easier. Basics The EVO 4 is a 2in / 2out audio interface, which means that it supports input from up to two microphones or instruments, and can output to speakers and/or headphones, as well as your computer. Audient has made the EVO 4 even more flexible on the input front with a dedicated 1/4″ input for plugging in your guitar, in addition to the combo XLR+1/4″ connectors on the back. This is a great feature for anyone looking to use this as a recording method for instruments, and goes above and beyon

The Raspberry Pi Foundation has released a new version of its flagship model, the Raspberry Pi 4 . In addition to the models that come with 2GB and 4GB of RAM, there’s a new 8GB model. This model costs $75, which makes it the most expensive Raspberry Pi out there. As always, you get a single-board computer that is the size of a deck of cards. It has an ARM-based CPU, many ports, Wi-Fi, Bluetooth and a big community of computer enthusiasts. You’ll be able to run applications that require more RAM, whether you use the Raspberry Pi to run a server or as a desktop computer. All the different versions of the Raspberry Pi 4 have the exact same specifications, except for RAM. Some components have moved on the board, but it’s just a minor adjustment. Earlier this year , the Raspberry Pi Foundation replaced the 1GB Raspberry Pi 4 with the 2GB Raspberry Pi 4 while keeping the same price point. So here’s the current lineup for the Raspberry Pi 4: Raspberry Pi 4 with 2GB of RAM for $35 Ras

Bang & Olufsen has an excellent reputation in home audio, and its original Beoplay E8 fully wireless headphones were a category leader when there was barely a category to lead. The company recently launched the third version of the E8, a new generation of hardware that comes with a number of improvements for better audio quality and convenience, including wireless charging, up to seven hours of continuous use on a single charge, and the latest Bluetooth standards for improved audio quality, operating distance and latency. B&O’s latest wireless headset is a must-have for sound quality enthusiasts as a result, providing all-day comfort and wearability, excellent passive sound isolation and rich, sophisticated audio performance that does a good job of rendering the low end but without sacrificing any detail at higher frequencies, either. Design The design of the actual Beoplay E8 buds hasn’t changed much since the original version – but in this case, that’s a very good thing, b

Apple is finally giving customers in India the ability to order customized versions of iMac, MacBook Air, Mac Mini and other Mac computers. The Cupertino-giant has started to offer a full-range of the Mac portfolio with configure-to-order (CTO) or build-to-order (BTO) option in India, allowing customers in the country to request specific custom needs such as additional memory or storage when they purchase a computer. Customers in India, a key overseas market for American technology giants, have long requested this feature, which Apple offers in several regions. Prior to this, Apple only offered select variants of its Mac computers in India and gave no option to customers to ask for specific upgrades. Those interested can get in touch with their local Apple Authorized Reseller to discuss the various upgrade options, pricing information, and place the order. The options are also listed on Apple India website. Apple is currently committing to deliver customized computers in four to

20 Most Demanded & Hot Selling Products In India Online rikawholesale.com Online shopping is a growing trend in India and the number of sellers and buyers are increasing daily by whopping percentages. According to a report by Statista, India’s total retail  eCommerce  is estimated to rise 23% by 2021 and apparels would be the largest segment. Clothing even now is a major product of online sales. Other items that are in high demand of online buyers are mobile phones, consumer electronics, footwear, food and health supplements, beauty products, kitchen and home furnishings, fashion accessories, jewellery, books, toys and video games, handmade goods, and online subscriptions. Products that are most in demand and selling online in India Apparels Dresses constitute the largest segment of all products sold online in India. Close to 35% of entire revenue generated from online sales comes from apparels and dress materials. Apparels include ladies clothes, men’s clothing, and

Sony has taken aim at the suddenly enormous market of people who want to self-produce high-quality video with a minimum of setup. Its ZV-1 mutates the versatile RX100 series into a selfie video machine, and it could be the all-in-one solution many a vlogger has been searching for. The new camera is very much based on the highly successful and acclaimed RX100, which over the years has grown in both price and capabilities but remains something the user is behind, rather than in front of. The ZV-1 rethinks the camera for people who need to work the other way round. The 1″, 20-megapixel sensor and 24-70mm equivalent, F/1.8-2.8 lens are borrowed from the RX100, meaning image quality should be excellent (though vloggers may want a wider angle lens). But the camera has been customized with an eye to selfie-style operation. That means the electronic viewfinder is gone, but there’s now a fully articulating touchscreen display. A powerful new microphone array takes up a large portion of th

Technology improvements over the past few years mean that most fully wireless earbuds are a lot better than they used to be. That has led to something of a narrowing of the field among competitors in this arena, but some of the players still stand out – and Jabra have definitely delivered a standout performer with its newest Elite Active 75t fully wireless earbuds . Basics Jabra’s Elite Active 75t is a successor to its very popular 65t line, with added moisture resistance designed specifically for exercise use, as indicated by the ‘Active’ in the name. At $199.99, these are definitely premium-priced – but they’re a lot more affordable than many of the other offerings in the category, especially with their IP57-water and sweat resistance rating. The Elite Active 75t also feature an esteemed 7.5 hours of battery life on a single charge, and their compact charging case carries backup power that adds up to a total of 28 hours potential run time across a single charge for both. The case