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Researchers have developed an Artificial Intelligence (AI)-powered tool that has been trained to “look” at colour images and identify galaxy clusters quickly.
The “Deep-CEE” – Deep Learning for Galaxy Cluster Extraction and Evaluation – model is based on neural networks, which are designed to mimic the way a human brain learns to recognise objects by activating specific neurons when visualising distinctive patterns and colours.
Matthew Chan, a PhD student at Lancaster University in Britain trained the AI by repeatedly showing it examples of known, labelled objects in images until the algorithm is able to learn to associate objects on its own. Then the researchers ran a pilot study to test the algorithm’s ability to identify and classify galaxy clusters in images that contain many other astronomical objects.
“Data mining techniques such as deep learning will help us to analyse the enormous outputs of modern telescopes” said John Stott from Lancaster University. “We expect our method to find thousands of clusters never seen before by science,” Stott said.
Galaxy clusters represent the most extreme environments that galaxies can live in and studying them can help us better understand dark matter and dark energy. New state-of-the-art telescopes have enabled astronomers to observe wider and deeper than ever before, such as studying the large-scale structure of the universe and mapping its vast undiscovered content.
By automating the discovery process, scientists can quickly scan sets of images, and return precise predictions with minimal human interaction.
This will be essential for analysing data in future. The upcoming Large Synoptic Survey telescope (LSST) sky survey (due to come online in 2021) will image the skies of the entire southern hemisphere, generating an estimated 15 TB of data every night. “We have successfully applied Deep-CEE to the Sloan Digital Sky Survey,” said Chan.
“Ultimately, we will run our model on revolutionary surveys such as the LSST that will probe wider and deeper into regions of the Universe never before explored,” Chan added. The study was presented at the Royal Astronomical Society’s National Astronomy meeting at Lancaster University. (IANS)
One of Indi's leading luxurious Ayurveda skincare brands, Forest Essentials, announces its international foray with the London based Lookfantastic.com, Euroe's premium online beauty retailer. The partnership enables the brand to take significant strides towards its expansion globally starting with the launch in the United Kingdom. "Our focus and USP at Forest Essentials has always been at delivering high quality Ayurvedic products in a sustainable way, with a global appeal.
We firmly believe that the time is right for Forest Essentials to expand to the UK, as our first international footprint with Lookfantastic,' Europe's premium online beauty retailer. "The UK audience is well aware of Ayurveda and we are certain that the demand for our Made in India luxurious Ayurveda products, is going to continue to grow multifold, as consumers are today looking for moments of self-care, to feel better in this stressful period and we are well positioned to support this type of feel-good indulgence that consumers are seeking today," says Samrath Bedi, Executive Director, Forest Essentials. The brand's iconic product ranges, across skincare, body care and haircare will be available for purchase in the UK, including the Soundarya collection, crafted with 24k gold.
The brand's iconic product ranges, across skincare, body care and haircare will be available for purchase in the UK, including the Soundarya collection, crafted with 24k gold. | Wikimedia Commons
The brand's iconic product ranges, across skincare, body care and haircare will be available for purchase in the UK, including the Soundarya collection, crafted with 24k gold. Additional collections offered include the Men's Collection, Madurai Jasmine and Mogra, Green Tea and Oudh, and Nargis, Indian Rose Ab'olute. The brand's vast gifting options are also available via the e-retailer. A portfolio of over 660 premium brands onsite and revenue share grown 40 percent year on year in the last 4 year makes,
Lookfantastic is one of the most successful beauty websites globally. Unrivalled technology, a team of world-class experts, over 30 localized sites in as many languages enables the website to attract millions of visits per month with nearly 71 percent of them being international making it a natural choice as a retail overseas partner for Forest Essentials. Commenting on the announcement, Bedi added, "Ayurveda has gained acceptance globally and there is an increased need to explore authentic products that are not only luxurious but also high on efficacy. Forest Essentials has been a pioneer in every sense and we're confident that our foray into the UK will enable us to represent India and products Made in India successfully in the international market." (IANS/MBI)
Keywords: Ayurveda, Skincare, Forest, Herbal, Body care, Hair care, Beauty Products
Khadi is no longer a dull, drab fabric meant only for politicians' wardrobes. A fashion show organised by the Khadi Gramodyog Board as part of the Azadi Ka Amrit Mahotsav to mark the 75th year of India's Independence showcased the use of Khadi in traditional, as well as, contemporary and festive wear. From lehengas in resplendent Khadi silk to western clothes and casual wear, the models on Thursday night displayed new facts of the fabric.
Several well-known Indian designers including Ritu Beri, Farah Ansari, Rina Dhaka, Asma Husain, Aditi Rastogi and Himmat Singh showcased their designs. Gaurav Gaur directed the fashion show with clothes like lehengas, kurtis, kurta pajamas and partywear.
Lucknow's chikankari and silk artisans also participated in the event. A wedding collection in Khadi was the highlight of the show. "The show was based on the concept 'Khadi for nation, Khadi for fashion' and the fabric for all costumes was provided by Khadi Gramodyog Board," said a spokesman. (IANS/ MBI)
Keywords: lucknow, clothes, lehengas, fashion, fabric
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Intel saw its stock tumbling by more than 8 percent after the chipmaker said the industry-wide component shortage affected its PC chip business during the third quarter (Q3). Intel CEO Pat Gelsinger told CNBC late on Thursday that he didn't expect the semiconductor shortage to end until 2023. "We're in the worst of it now, every quarter, next year we'll get incrementally better, but they're not going to have supply-demand balance until 2023," Gelsinger was quoted as saying.
The company delivered its Q3 results with revenue up 5 percent (year-over-year) driven by strong demand in its DCG and IoTG businesses, despite the highly constrained industry-wide supply environment. "Q3 revenue was $18.1 billion slightly below our guide due to shipping and supply constraints that impacted our businesses," George S. Davis, Chief Financial Officer, said in a statement. He also announced plans to retire from Intel in May 2022. In the third quarter, the company generated $9.9 billion in cash from operations and paid dividends of $1.4 billion.
| Photo by Slejven Djurakovic on Unsplash
According to the company, the demand remains strong in its PC business with particular strength in commercial, desktop, and higher-end consumer notebooks. In an earnings call, Gelsinger said that the digitization of everything accelerated by the four superpowers of AI, pervasive connectivity, cloud to edge infrastructure, and ubiquitous compute are driving the sustained need for more semiconductors. "The market is expected to double to $1 trillion by 2030. In that timeframe, the market for leading-edge nodes will rise to be over 50 percent of the total, while the market for leading-edge foundry services will grow at twice the rate of the semi-industry overall," he envisioned.
PC demand remains very strong, and "We believe the 2021 TAM (total addressable market) will grow double digits even as ecosystem shortages constrain our customer's ability to ship finished systems," Gelsinger added. "Customers continue to choose Intel for their datacenter needs and our third-gen scalable Xeon processor Ice Lake has shipped over 1 million units since launching in April, and we expect to ship over 1 million units again in Q4 alone," he informed. (IANS/MBI)
Keywords: Intel, Chip, processor, Desktop, AI, Semiconductor, PC, Processor