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Get Smarter with Edgy Industrial Intelligence

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This is a guest post from Quenton Hall, AI System Architect for Industrial, Vision, Healthcare and Sciences Markets. 

Is data the end goal or just the beginning? 

Globally, 10s of millions of IP cameras are installed each year.  If we assume that there 100 million IP cameras installed worldwide (which may be a conservative number) and if each of these cameras were to unintelligently stream H.264 encoded HD video at 30fps, 24/7/365, the required total bandwidth would be ~ 859Tbps, or ~3.4 Zettabytes annually.  If even half of these cameras were connected to the cloud, it suggests that IP camera internet traffic may currently account for upwards of 1/12th of the total global internet traffic.  Clearly, these are ballpark numbers, but it serves to illustrate the scale of the problem.

This data can only provide useful insights if it is either stored for future retrieval and examination or if a human or algorithm is monitoring the video, 24/7/365.  Only pixels that are monitored and provide useful insights have been collected with purpose.  This suggests that naïvely streaming and storing this massive volume of visual data is, shall we say, inefficient?  This reminds me of the words of Bruce Cockburn, “If a tree falls in the forest, does anybody hear? Anybody hear the forest fall?”.

For the past several years there has been a trend towards enabling autonomous AI algorithms to monitor video and send alerts.  Whether the goal is to ensure the safety of your home or child, detect criminal acts, detect traffic accidents or chemical spills, ensure patient safety, interpret sign language, or replace biometric timeclocks with facial recognition to minimize contact transmission of viruses, there likely exists a trained AI model that will enable your application.

As the industry has migrated from H.264 to H.265 to reduce storage costs, so is the industry considering how to solve the power and bandwidth costs associated with cloud AI processing.  By enabling high-efficiency AI inference at the network edge, we can garner useful insights from this visual data, and decide precisely when, how, and what to encode and transmit for storage.  Wouldn’t that be “Smarter”?

As just one example, consider that our new SmartCamera+ demo platform, developed in partnership with On Semiconductor, enables low-latency face-detection and video encoding at up to 200fps while consuming less than 10W of power (Ta = 60 C).

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This platform delivers enough AI inference horsepower to process not just a single video stream, but multiple video streams.  The on-chip VCU in the MPSoC device can support simultaneous encode and decode of multiple streams and in this context can support AI inference for legacy IP camera installations:

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If you couple this functionality with Xilinx’s ROI (Region-of-Interest) encoding and multi-crop IPs, our technology enables you to transmit just the data that should be stored or reviewed to the cloud.  If a tree falls in the forest, someone will hear.

To answer the original question that was asked, “is data the end goal or just the beginning?”.  My response is that there is no question that data is just the beginning – a means to an end.  How manufacturers get “Smarter” about transmitting and storing this data will determine their destiny.  Contact your local Xilinx or On Semiconductor FAE or sales office to request a demo of SmartCamera+.  It may be a little “Edgy” for me to say this, but we will make you “Smarter”!

Source: https://forums.xilinx.com/t5/AI-and-Machine-Learning-Blog/Get-Smarter-with-Edgy-Industrial-Intelligence/ba-p/1100690

Blockchain

KLAY Technical Analysis: Price Currently at $1.06, Close to Strong Support Level of $1.01

KLAY Technical Analysis: Price Currently at $1.06, Close to Strong Support Level of $1.01

Rate this post Klaytn is a public blockchain launched in June 2019. In order to convey the value of blockchain technology, a platform should provide an accessible user experience and development environment. Using an efficient hybrid design, the Klaytn platform combines the benefits of both public blockchains (decentralization, distributed governance) and private blockchains (low latency, scalability). Let us look at the technical analysis of KLAY. Past Performance On September 14, 2021, KLAY started trading at $1.33. As of September 20, 2021, the closing price of KLAY was $1.06. Thus, in the past week, the KLAY has been very less volatile. In the last 24 hours, KLAY has traded between $1.02-$1.86. https://www.tradingview.com/x/jRHWLpRB/ The Klaytn 2.0 global expansion of the coin has turned out to be positive news for Klaytn. However, Klaytn after grabbing institutional investors’ attention like Humanspace, Wemade Tree, and Piction Network saw hefty profit booking. A downtrend in Klaytn began after BTC’s 15% shakedown. On the four-hour chart, KLAY is in a downtrend. Moreover, traders are following the Sell-On-Rise concept. After the recent BTC shakedown, the trend has been shifted, and it is currently forming the base around the support zone. However, we can expect a breakout on the chart after some consolidation. A breakdown or a breakup will decide the future trend of the token. KLAY Technical Analysis Currently, the RSI is at 29.56%. After entering the oversold zone, the RSI has been constantly rising. Also, the RSI is currently near to its resistance level, therefore, after a short pullback, and we can expect KLAY to bounce back. MACD and EMA are in the negative zone, suggesting a sell signal. We can witness a bearish crossover between the MACD and signal lines. Therefore, the price will test support levels. On the four-hour chart, the OBV is consolidating and getting ready to continue its upward trajectory. Day-Ahead and Tomorrow The KLAY price is currently trading at $1.06, which is close to its strong support level of $1.01 on the daily chart. The breakdown from this level will highlight the next support level at $0.86. Hence, traders can take a short position after this support level is broken while keeping a stop loss at $1.09. However, on the other hand, if the price starts rising. The first resistance level the price will test is $1.17, which is a crucial one for the upcoming price trends. If the price breaks out from this resistance level, then traders can take a long position, keeping the next target of $1.29 and the stop-loss at $0.86.

The post KLAY Technical Analysis: Price Currently at $1.06, Close to Strong Support Level of $1.01 appeared first on Cryptoknowmics-Crypto News and Media Platform.

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Klaytn is a public blockchain launched in June 2019. In order to convey the value of blockchain technology, a platform should provide an accessible user experience and development environment. Using an efficient hybrid design, the Klaytn platform combines the benefits of both public blockchains (decentralization, distributed governance) and private blockchains (low latency, scalability). Let us look at the technical analysis of KLAY.

Past Performance

On September 14, 2021, KLAY started trading at $1.33. As of September 20, 2021, the closing price of KLAY was $1.06. Thus, in the past week, the KLAY has been very less volatile. In the last 24 hours, KLAY has traded between $1.02-$1.86.

TradingView Chart

The Klaytn 2.0 global expansion of the coin has turned out to be positive news for Klaytn. However, Klaytn after grabbing institutional investors’ attention like Humanspace, Wemade Tree, and Piction Network saw hefty profit booking. A downtrend in Klaytn began after BTC’s 15% shakedown.

On the four-hour chart, KLAY is in a downtrend. Moreover, traders are following the Sell-On-Rise concept. After the recent BTC shakedown, the trend has been shifted, and it is currently forming the base around the support zone.

However, we can expect a breakout on the chart after some consolidation. A breakdown or a breakup will decide the future trend of the token.

KLAY Technical Analysis

Currently, the RSI is at 29.56%. After entering the oversold zone, the RSI has been constantly rising. Also, the RSI is currently near to its resistance level, therefore, after a short pullback, and we can expect KLAY to bounce back.

MACD and EMA are in the negative zone, suggesting a sell signal. We can witness a bearish crossover between the MACD and signal lines. Therefore, the price will test support levels.

On the four-hour chart, the OBV is consolidating and getting ready to continue its upward trajectory.

Day-Ahead and Tomorrow

The KLAY price is currently trading at $1.06, which is close to its strong support level of $1.01 on the daily chart. The breakdown from this level will highlight the next support level at $0.86. Hence, traders can take a short position after this support level is broken while keeping a stop loss at $1.09.

However, on the other hand, if the price starts rising. The first resistance level the price will test is $1.17, which is a crucial one for the upcoming price trends. If the price breaks out from this resistance level, then traders can take a long position, keeping the next target of $1.29 and the stop-loss at $0.86.

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Source: https://www.cryptoknowmics.com/news/klay-technical-analysis-price-currently-at-1-06-close-to-strong-support-level-of-1-01/

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Blockchain

Robinhood Silently to Test Crypto Wallets & Crypto Transfer Functions


According to a Bloomberg report, Zero-commission financial trading platform Robinhood is low-profile testing new crypto wallet features for its customers, which will allow users to send and receive cryptocurrencies. (Read More)

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According to a Bloomberg report, Zero-commission financial trading platform Robinhood is low-profile testing new crypto wallet features for its customers, which will allow users to send and receive cryptocurrencies.

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Reportedly, Robinhood users currently can only use U.S. dollars to buy cryptocurrencies and trade digital assets on the platform but cannot withdraw the encrypted assets.

This is the first time the company has introduced deposit and withdrawal functions for digital assets like Bitcoin (BTC). 

Bloomberg reported that the beta version of the application on its IOS system reflects the company’s work on such functions. Also, there is a hidden image showing the waiting list page for users to register for the function of the encrypted wallet. It also involves the code related to the transfer of cryptocurrency assets.

Robinhood CEO Vlad Tenev pointed out in the second-quarter earnings conference call that adding a crypto wallet is the top priority of the company’s developers and said:

“It’s something that our teams are working on. The ability to deposit and withdraw cryptocurrencies is tricky to do with scale, and we want to make sure it’s done correctly and properly.”

As reported by Blockchain.News on September 9, Robinhood Markets Inc. has launched a new cryptocurrency recurring investment feature that lets customers automatically invest in cryptocurrencies on a daily, weekly, or monthly schedule.

The new feature is set to allow its customers to purchase cryptocurrency commission-free and with a little as $1 worth of cryptocurrency of their choice monthly, weekly or even daily.

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Source: https://Blockchain.News/news/robinhood-silently-to-test-crypto-wallets-crypto-transfer-functions

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Blockchain

Binance Ceases Crypto Futures and Options Offering in Australia

The exchange is pulling its derivatives services around the world amid regulatory crackdowns.

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Binance continued to limit its services as the crypto exchange most recently ceases offering futures, options and leveraged tokens to its customers in Australia. According to the official announcement on Tuesday, the step has been taken to comply with local regulations.

This came as an extension of already imposed restriction in Australia as the crypto exchange last month ceased the Australians from opening new accounts for trading options, margin products and leveraged tokens.

Though the crypto exchange giant will stop its offerings on September 24, the Aussie clients will have a 90 days deadline to reduce and close their positions for the ceased products. The exchange will allow users to increase or open new positions, but they can top-up margin balances to prevent margin calls and liquidations.

“Users will no longer be able to manually reduce or close their positions after 2021-12-23 11:59 PM (UTC). Thereafter all remaining open positions will be closed,” Binance stated.

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ACY Securities Doubles Instruments, Reduces Spreads & Commissions in AustraliaGo to article >>

Compliance Is a Must Now

Once aimed to offer crypto trading services with almost every local fiat currencies, Binance is facing heavy regulatory backlash now. Multiple regulators, from big and small jurisdictions, are flagging Binance’s services for offerings without holding requisite licenses.

The financial regulator of Japan even said that the exchange is operating in the country without the mandatory license, while the Malaysian financial watchdog made the exchange exit the country.

While the Australian regulator did not specifically issue any warning against Binance, it issued a general warning against all unlicensed crypto exchanges offering services to Aussie traders.

“Our aim is to create a sustainable ecosystem around blockchain technology and digital assets,” Binance added. “Binance welcomes developments to our industry’s regulatory framework as they pose opportunities for the market players to have greater collaboration with the regulators.”

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Source: https://www.financemagnates.com/cryptocurrency/news/binance-ceases-crypto-futures-and-options-offering-in-australia/

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