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VisualCortex streamlines workflow for computer vision models with Weights & Biases

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Video analytics platform developer, VisualCortex, collaborates with technology partner, Weights & Biases, to automate and reproduce its ML model training practices

SYDNEY and SAN FRANCISCO, Aug. 10, 2023 /PRNewswire/ — VisualCortex – the Video Intelligence Platform connecting computer vision’s potential to real-world business outcomes – has adopted Weights & Biases‘ developer-first MLOps platform to systemize its end-to-end training process for Machine Learning (ML) models.

As foundational beta users of Weights & Biases recently-released ‘Launch’ module for automating ML workflows, VisualCortex’s ML team collaborated with Weights & Biases’ product team to help produce a scalable process for seamlessly managing and deploying training runs.

“Working closely with the Weights & Biases team, we’ve been able to provide feedback that’s been received with genuine thanks and then actually incorporated into their product – which is both rare and pleasing,” said VisualCortex Head of Machine Learning and Artificial Intelligence, Mike Seddon. “At VisualCortex, quickly delivering highly-accurate ML models, which can be reliably deployed into commercial environments, is a key differentiator for us and our clients in a competitive marketplace. To do that, we need to automate our training processes, easily determine which approaches are yielding the best results, and maximize the utilization of our ML training infrastructure at all times.”

“Weights & Biases is empowering us to efficiently execute and scale our training workloads, which enables us to get the most out of the hardware we use too,” said VisualCortex Co-Founder and CEO, Patrick Elliott. “We’ve integrated Weights & Biases into our core model training workflow as a source of truth and auditability. We can evaluate and compare many different model runs, perform sweeps to find data augmentations, and easily orchestrate disparate sets of compute nodes.

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“We now have a robust ML model training process, which allows us to produce – and continually improve – highly accurate computer-vision-based insights for our clients. With Weights & Biases’ help, VisualCortex has the repeatable framework needed to bring video analytics into the mainstream.”

Weights & Biases VP of Product, Phil Gurbacki, said that gathering transparent product feedback from organizations training production-ready ML models was critical.

“Gathering input from professionals in the field – who are attempting to push the boundaries of ML model training, testing and deployment – is an important feedback loop for us,” said Gurbacki. “The team at Weights & Biases is proud to be helping VisualCortex develop and deliver market-leading models for people and vehicle-centric uses cases, including real-time object detection and action recognition, across a range of industries – from retail and commercial real estate, to car park management, smart cities and transport.”

Discover VisualCortex’s People Counting and Pedestrian Analysis Solution here:
https://visualcortex.com/people-counting-and-pedestrian-analysis-solution/

Discover VisualCortex’s Vehicle Counting and Traffic Management Solution here:
https://visualcortex.com/vehicle-counting-and-traffic-management-solution/ 

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Read the full VisualCortex – Weights & Biases case study here:
https://wandb.ai/wandb_fc/visualcortex/reports/VisualCortex-Takes-Video-Analytics-to-the-Enterprise-with-W-B–Vmlldzo0OTAyODg1 

About VisualCortex

VisualCortex is making video data actionable in the enterprise. Its Video Intelligence Platform provides the stability and flexibility to productionize computer vision technology at scale. Able to be used for any video analytics use case in any industry, VisualCortex’s production-ready cloud-based environment transforms video assets into analyzable streams of data.

The VisualCortex platform delivers the artificial intelligence smarts, governance and usability, enabling organizations to connect any number of video streams, repositories and use existing commodity hardware. An intuitive user interface, out-of-the-box reporting, range of configurations and integrations empower non-technical people to produce, analyze and act on insights derived from computer vision throughout the enterprise. Organizations can easily combine these AI-generated video insights with other data sources and systems to facilitate both real-time operations and strategic analysis. The VisualCortex Model Store also provides a secure marketplace for customers, partners and independent machine learning experts to share quality controlled computer vision models

For more information, visit www.visualcortex.com

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About Weights & Biases

Weights & Biases is the leading developer-first MLOps platform that provides enterprise-grade, end-to-end MLOps workflow to accelerate ML activities. Used by over 500k ML practitioners – including teams at OpenAI, Lyft, Blue River Technology, and Toyota – Weights & Biases is part of the new standard of best practices for machine learning.

For further media information, interviews and images, or product demonstrations, please contact:

Lachlan James, VisualCortex Chief Marketing Officer, on +61 (0)431 835 658 or [email protected] 

For regular updates, follow VisualCortex on Twitter (@VisualCortexApp), LinkedIn (VisualCortex), YouTube (VisualCortex) and Facebook (@VisualCortexApp).

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For regular industry news and analysis, subscribe to VisualCortex’s mailing list here: https://visualcortex.com/contact-us/

Logo – https://mma.prnewswire.com/media/1846087/VisualCortex_Logo.jpg

Cision View original content:https://www.prnewswire.co.uk/news-releases/visualcortex-streamlines-workflow-for-computer-vision-models-with-weights–biases-301897631.html

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Ethereum ETFs Aren’t Blockchain But Is A Revolutionary Tech: Top 6 Amazing Reasons To Invest In Them

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The financial landscape is rapidly evolving, with the integration of blockchain technology and cryptocurrencies becoming more prominent. Among these, Ethereum ETFs (Exchange-Traded Funds) have emerged as a significant investment vehicle, offering exposure to the Ethereum blockchain’s native cryptocurrency, Ether (ETH), without requiring direct ownership. However, it’s crucial to understand that Ethereum ETFs are distinct from the blockchain itself and serve different purposes in the investment world.

Understanding Ethereum and ETFs

Ethereum: A decentralized platform that enables the creation and execution of smart contracts and decentralized applications (dApps). It operates using its cryptocurrency, Ether (ETH), which fuels the network.

ETF (Exchange-Traded Fund): A type of investment fund that holds a collection of assets and is traded on stock exchanges. ETFs can include various asset classes, such as stocks, commodities, or bonds.

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Ethereum ETFs: The Intersection of Traditional Finance and Cryptocurrency

An Ethereum ETF provides a way for investors to gain exposure to the price movements of Ether without directly purchasing the cryptocurrency. This is achieved through an ETF structure, where the fund holds assets linked to the value of Ether, and investors can buy shares of the ETF on traditional stock exchanges.

Key Features of Ethereum ETFs:

  1. Indirect Exposure: Investors gain exposure to Ether’s price changes without needing to manage or store the cryptocurrency themselves.
  2. Regulatory Compliance: Unlike the relatively unregulated cryptocurrency market, ETFs operate under the oversight of financial regulators, offering a layer of investor protection.
  3. Accessibility: Ethereum ETFs are available through traditional brokerage platforms, making them accessible to a broader range of investors.

Why Invest in an Ethereum ETF?

  1. Diversification: Including an Ethereum ETF in a portfolio can provide exposure to the cryptocurrency market, potentially enhancing diversification beyond traditional assets.
  2. Convenience and Familiarity: ETFs are a familiar investment product, simplifying the process of investing in cryptocurrencies.
  3. Professional Management: ETF managers handle the investment decisions, including the buying and selling of assets, which can be advantageous for those less familiar with the cryptocurrency space.
  4. Regulatory Oversight: ETFs are subject to regulatory scrutiny, potentially offering more safety and transparency compared to direct cryptocurrency investments.
  5. Potential for Growth: As the cryptocurrency market grows, ETFs linked to assets like Ether may benefit from rising prices.

Key Differences Between Ethereum and Ethereum ETFs

While both are related to the Ethereum blockchain, Ethereum itself and Ethereum ETFs represent different forms of investment:

  • Ethereum (ETH):
    • Direct ownership of the cryptocurrency.
    • Full exposure to Ethereum’s features, including staking and network participation.
    • Traded on cryptocurrency exchanges.
    • Highly volatile and largely unregulated.
  • Ethereum ETF:
    • Indirect exposure through shares representing Ether’s value.
    • Traded on traditional stock exchanges under regulatory oversight.
    • Offers a more stable and familiar investment structure.
    • Typically lower volatility compared to direct cryptocurrency ownership.

Future Considerations for Ethereum ETFs

The approval and launch of Ethereum ETFs mark a significant milestone in bringing cryptocurrencies closer to mainstream finance. They offer a convenient and regulated means for investors to gain exposure to the growing digital assets market. However, they also come with limitations, such as not allowing direct participation in the Ethereum ecosystem’s innovations, like dApps and smart contracts.

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As the market evolves, we may see more sophisticated financial products that better capture the full potential of the Ethereum ecosystem. For now, Ethereum ETFs provide a balanced option for those interested in cryptocurrency exposure within the framework of traditional finance.

In conclusion, while Ethereum ETFs offer a gateway into the world of digital assets, they should be viewed as complementary to, rather than a replacement for, direct investment in the underlying blockchain technologies. Investors should carefully consider their investment goals, risk tolerance, and the unique attributes of both Ethereum and Ethereum ETFs when making investment decisions.

Source: blockchainmagazine.net

The post Ethereum ETFs Aren’t Blockchain But Is A Revolutionary Tech: Top 6 Amazing Reasons To Invest In Them appeared first on HIPTHER Alerts.

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Nexo Reaffirms Commitment to Data Protection with SOC 3 and SOC 2 Compliance

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Nexo, a leading institution in the digital assets industry, has reinforced its commitment to data security by renewing its SOC 2 Type 2 audit and attaining a new SOC 3 Type 2 assessment without any exceptions. This rigorous audit process, conducted by A-LIGN, a respected independent auditor specializing in security compliance, confirms Nexo’s adherence to stringent Trust Service Criteria for Security and Confidentiality.

Key Achievements and Certifications

  1. SOC 2 and SOC 3 Compliance:
    • SOC 2 Type 2: This audit evaluates and reports on the effectiveness of an organization’s controls over data security, particularly focusing on the confidentiality, integrity, and availability of systems and data.
    • SOC 3 Type 2: This public-facing report provides a summary of SOC 2 findings, offering assurance to customers and stakeholders about the robustness of Nexo’s data security practices.
  2. Additional Trust Service Criteria:
    • Nexo expanded the scope of these audits to include Confidentiality, showcasing a deep commitment to protecting user data.
  3. Security Certifications:
    • The company also adheres to the CCSS Level 3 Cryptocurrency Security Standard, and holds ISO 27001, ISO 27017, and ISO 27018 certifications, awarded by RINA. These certifications are benchmarks for security management and data privacy.
  4. CSA STAR Level 1 Certification:
    • This certification demonstrates Nexo’s adherence to best practices in cloud security, further solidifying its position as a trusted partner in the digital assets sector.

Impact on Customers and Industry Standards

Nexo’s rigorous approach to data protection and compliance sets a high standard in the digital assets industry. By achieving these certifications, Nexo provides its over 7 million users across more than 200 jurisdictions with confidence in the security of their data. These achievements not only emphasize the company’s dedication to maintaining top-tier security standards but also highlight its proactive stance in fostering trust and transparency in digital asset management.

Nexo’s Broader Mission

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As a premier institution for digital assets, Nexo offers a comprehensive suite of services, including advanced trading solutions, liquidity aggregation, and tax-efficient credit lines backed by digital assets. Since its inception, the company has processed over $130 billion, showcasing its significant impact and reliability in the global market.

In summary, Nexo’s successful completion of SOC 2 and SOC 3 audits, along with its comprehensive suite of certifications, underscores its commitment to the highest standards of data security and operational integrity. This dedication positions Nexo as a leader in the digital assets space, offering unparalleled security and peace of mind to its users.

Source: blockchainreporter.net

The post Nexo Reaffirms Commitment to Data Protection with SOC 3 and SOC 2 Compliance appeared first on HIPTHER Alerts.

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Marshall Becomes First US Senator to Walk from Controversial Crypto Bill He Co-Sponsored

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Republican Senator Roger Marshall has withdrawn his support for the Digital Asset Anti-Money Laundering Act of 2023, a controversial bill he initially co-sponsored with Senator Elizabeth Warren and others. This bill, reintroduced in the Senate on July 27, 2023, aimed to bring the cryptocurrency industry into alignment with existing anti-money laundering (AML) and counter-terrorism financing (CTF) laws.

Key Provisions of the Bill

The legislation proposed stringent regulations on digital asset providers, including unhosted wallet providers, miners, and validators, by classifying them as financial institutions under the Bank Secrecy Act (BSA). It mandated these entities to adhere to BSA compliance requirements, which include extensive reporting and monitoring responsibilities. Additionally, the bill called for the Financial Crimes Enforcement Network (FinCEN) to establish regulations for reporting significant foreign digital asset holdings and to create compliance measures to address risks associated with anonymity-enhancing technologies.

Senator Marshall’s Shift

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Marshall’s withdrawal from the bill comes as a surprise, particularly given his earlier criticisms of cryptocurrencies, which he has described as a “threat to national security.” This includes concerns over stablecoins like Tether potentially facilitating illegal activities and circumventing U.S. sanctions. Despite his earlier stance, Marshall’s departure from the legislation suggests a reconsideration of the bill’s implications or an alignment with broader political and industry perspectives on cryptocurrency regulation. His office has not provided a comment on the reasons for his withdrawal.

Political and Industry Reactions

The bill had garnered significant bipartisan support, with 18 co-sponsors, reflecting a broader concern in Congress over regulating the rapidly growing cryptocurrency market. However, it has also faced criticism for potentially imposing impractical compliance burdens that could stifle innovation and push crypto activities offshore. Critics argue that the bill’s stringent requirements could inadvertently drive users toward unregulated platforms, thereby undermining its intent to enhance security and regulatory oversight.

Broader Context

The withdrawal comes at a time when cryptocurrency regulation is a highly contentious issue in U.S. politics. Former President Donald Trump has promised to relax crypto regulations if elected, contrasting with the current administration’s more stringent stance. Under President Joe Biden, the Securities and Exchange Commission (SEC) and other regulatory bodies, led by figures like Gary Gensler, have taken a more rigorous approach to regulating the sector, which has drawn criticism for being overly restrictive.

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Senator Marshall’s decision to step back from the Digital Asset Anti-Money Laundering Act reflects the complex and evolving nature of cryptocurrency regulation in the U.S. While the bill seeks to bring greater oversight and security to the crypto industry, it also raises concerns about regulatory overreach and its potential negative impact on innovation and privacy. As the debate continues, the U.S. legislative and regulatory landscape for cryptocurrencies remains in flux, balancing the need for security with the desire to foster technological innovation.

Source: decrypt.co

The post Marshall Becomes First US Senator to Walk from Controversial Crypto Bill He Co-Sponsored appeared first on HIPTHER Alerts.

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