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US-DATA Expands Global Data Annotation Services for AI, Computer Vision and Machine Learning Projects

New York, USAUS-DATA helps companies turn raw images, videos, audio and text into high-quality datasets for training, testing and improving AI models. US-DATA, a data annotation company specializing in machine learning and computer vision projects, announces the expansion of its international data labeling services for companies developing AI products, automation systems, neural networks and industry-specific machine learning […]

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US-DATA helps companies turn raw images, videos, audio and text into high-quality datasets for training, testing and improving AI models.

US-DATA, a data annotation company specializing in machine learning and computer vision projects, announces the expansion of its international data labeling services for companies developing AI products, automation systems, neural networks and industry-specific machine learning models.

usdata US-DATA Expands Global Data Annotation Services for AI, Computer Vision and Machine Learning Projects

As artificial intelligence becomes a core part of business infrastructure, the quality of training data is now one of the most important factors behind model performance. US-DATA focuses on this critical layer of AI development: transforming raw, unstructured data into accurate, consistent and model-ready datasets.

The company provides a full data preparation cycle — from source data collection and structuring to annotation, quality control and delivery in the required training format. Its services cover image annotation, video annotation, text annotation, NLP labeling, classification, segmentation, bounding boxes, polygons, cuboids and other annotation formats used in modern computer vision and machine learning workflows.

“AI models do not become accurate by themselves. Behind every reliable model, there is a carefully prepared dataset,” said a US-DATA representative. “Our role is to make sure that companies receive clean, consistent and production-ready training data, so their machine learning teams can focus on model development instead of fixing annotation errors.”

Data Annotation Built for Real AI Workflows

US-DATA works with companies that need scalable and reliable AI data labeling services for practical business tasks. The team combines experienced annotators with machine learning specialists, which allows the company to approach annotation not as a mechanical task, but as an essential part of the model training pipeline.

The company’s workflow includes:

  • data collection and preparation;
  • annotation guideline development;
  • manual and assisted data labeling;
  • multi-step quality assurance;
  • consistency checks;
  • dataset export in machine learning formats;
  • delivery of model-ready data for training and testing.

 

US-DATA supports formats commonly used in AI development, including COCO, YOLO, CVAT and other project-specific formats. This helps clients reduce additional preprocessing work and integrate datasets directly into their existing ML pipelines.

Case Experience Across Computer Vision, NLP and Industry-Specific AI

US-DATA has experience with projects involving different types of data, including images, video, audio and text. The company’s work is especially relevant for industries where AI models need to interpret visual or textual information with high precision.

Typical use cases include:

Real estate AI and visual property assessment
US-DATA has worked on large-scale image annotation tasks for real estate and proptech projects, where AI models need to evaluate property photos, identify visual features, classify interior conditions and improve automated decision-making based on image data.

Computer vision for object detection and segmentation
The company provides annotation for object detection, segmentation, polygons, bounding boxes and complex labeling tasks. These datasets can be used for models in retail, logistics, construction, smart city systems, security, manufacturing and other industries.

NLP and text annotation
US-DATA also supports text classification, tagging and NLP annotation projects for companies developing language models, search systems, recommendation engines, moderation tools and automation products.

Video and audio annotation
For projects that require time-based data labeling, US-DATA works with video and audio materials, helping teams prepare structured datasets for recognition, classification and behavioral analysis tasks.

Why Data Quality Matters for AI Performance

Many AI projects fail not because of weak algorithms, but because of poor-quality training data. Inconsistent labels, unclear guidelines, missing objects, incorrect categories and low-quality dataset structure can reduce model accuracy and increase development costs.

US-DATA addresses this problem through a quality-first annotation process. Each project is adapted to the client’s technical requirements, dataset structure and business goal. Instead of using a one-size-fits-all approach, the company builds annotation logic around the model’s intended use.

This approach is especially important for companies working with:

  • computer vision models;
  • machine learning automation;
  • AI-powered analytics;
  • visual recognition systems;
  • dataset preparation for neural networks;
  • NLP and text processing;
  • image, video and audio classification.

 

Online Tools and Transparent Project Management

In addition to annotation services, US-DATA offers tools for working with datasets and annotation formats. The company’s website includes an online cost calculator where clients can estimate annotation costs by selecting project parameters such as annotation type, number of images, number of classes and complexity level.

US-DATA also provides a client cabinet for managing annotation tasks, requesting estimates and tracking project progress. This helps reduce unnecessary communication and gives clients a clearer view of the annotation workflow.

About US-DATA

US-DATA is a data annotation company helping businesses prepare high-quality datasets for machine learning, computer vision, NLP and AI projects. The company works with images, video, audio and text, providing services such as bounding box annotation, segmentation, polygons, classification, tagging, NLP annotation and dataset preparation.

US-DATA combines expert annotators, machine learning specialists, its own annotation platform and multi-level quality control to deliver structured datasets ready for AI model training.

Media Contact

US-DATA

Email: [email protected]

Website: https://usdataml.com/en/

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Assetara Launches AI-Powered Investment Platform with Native ASRA Token and Integrated Level System

SeychellesAssetara, a decentralized investment and engagement platform, has announced the public launch of its full-featured ecosystem, combining AI-driven trading strategies, structured staking products, a volatility-based betting engine, and a 30-tier user progression system. The platform’s native utility token, ASRA, is currently in active distribution through an ongoing Initial Coin Offering (ICO) on the BNB network. […]

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Assetara, a decentralized investment and engagement platform, has announced the public launch of its full-featured ecosystem, combining AI-driven trading strategies, structured staking products, a volatility-based betting engine, and a 30-tier user progression system. The platform’s native utility token, ASRA, is currently in active distribution through an ongoing Initial Coin Offering (ICO) on the BNB network.

unnamed 1 1 Assetara Launches AI-Powered Investment Platform with Native ASRA Token and Integrated Level System

Platform Overview

Assetara is designed to provide systematic, data-driven asset management tools to a broad user base. The platform integrates several interconnected products under a single interface: automated AI investment cells, multi-term staking pools with published APR rates, a prediction market powered by real-time volatility data, daily task and referral systems, and a gamified Level System that ties user progression directly to platform activity.

All transactions, staking positions, and token distributions are settled on-chain via BNB network smart contracts. Users retain custody of their assets through connected Web3 wallets throughout the investment lifecycle.

ASRA Token and ICO

The ASRA token serves as the primary utility layer of the Assetara ecosystem. Token functions include access to premium AI investment pools, staking participation, governance input, and activation of platform perks tied to the Level System.

The token follows a deflationary model with a defined total supply and an integrated burn mechanism. A portion of platform revenues is allocated to periodic token burns, reducing circulating supply over time.

The ICO is structured in staged rounds, each with defined pricing tiers and allocation caps. Current round details, including available supply and pricing, are published in real time on the platform’s ICO dashboard at assetara.ai/en/ecosystem/ico. Early participants receive a bonus of up to +30% on purchased tokens during active ICO phases.

Unsold tokens from each round are subject to a defined disposition policy disclosed in the platform’s tokenomics documentation.

AI Trading Infrastructure

Assetara’s AI trading engine operates continuously, analyzing market conditions across multiple crypto assets including BTC, ETH, BNB, SOL, LTC, and XMR. The system executes trades based on algorithmic logic without manual intervention.

Platform performance data published for the 30-day period through May 2026 recorded 3,373 executed trades across $621,000 in volume, with total costs of $149.30, median execution latency of 17 milliseconds, and 99.99% system uptime. The platform’s equity closed the period at $1,973,233 with a reported maximum drawdown of 0.00% — a period during which BTC declined 4.43%.

Performance data is published on a weekly basis and accessible to all registered users through their account dashboards.

Level System

Assetara launched a 30-tier Level System in May 2026, linking user progression directly to platform activity. XP is earned through deposits, staking, token purchases, bet placements, task completions, and referral network activity. Each level unlocks a reward — including on-chain ASRA tokens, USDT bonuses, platform coupons, and physical branded merchandise.

Permanent tier perks include task XP multipliers, bet-loss cashback in on-chain ASRA, and cosmetic profile badges. The referral component awards users 10% of referred users’ XP, multiplied by a level-based referral curve.

The Vault, a weekly jackpot mechanic launched alongside the Level System, allows users to spend keys — earned through level rewards and the daily Wheel of Fortune — on randomized prize rounds with on-chain ASRA payouts. In

Betting 2.0

Assetara’s prediction market was updated in 2026 with a volatility-based pricing model. Coefficients are calculated individually per asset based on historical volatility, replacing a flat-rate model. Users select strike prices freely via a slider interface, with multipliers scaling up to ×50 for distant targets. A fixed 6% platform margin is disclosed within each prediction snapshot. Settlement is based on hourly candle close data.

Surveys and Community Input

The platform introduced a Surveys section in May 2026, offering users five active surveys covering onboarding experience, staking UX, feature prioritization, and platform usability. Each completed survey carries a disclosed reward. Responses are aggregated anonymously and used to inform product development decisions.

Availability and Access

Assetara is accessible at assetara.ai. Account registration requires an email address and identity verification. Web3 wallet connection is required for on-chain token receipt and staking participation. The platform interface is available in English, German, Spanish, French, Italian, and Russian.

About Assetara

Assetara is a crypto-native investment and engagement platform registered in the Seychelles. The platform combines AI trading infrastructure, staking products, a prediction market, and community engagement mechanics under a unified interface with on-chain settlement.  

Disclaimer: This press release is for informational purposes only and does not constitute investment, financial, legal, tax, or trading advice, nor an offer or solicitation to buy or sell any token, digital asset, or investment product. Cryptocurrency, ICOs, staking, prediction markets, and digital asset platforms involve significant risks, including loss of funds, volatility, liquidity risk, smart contract risk, and regulatory uncertainty. Past performance, platform data, APRs, rewards, bonuses, or token burn mechanisms do not guarantee future results. Readers should conduct their own research and consult qualified professionals before participating. Services may be restricted in certain jurisdictions and are subject to applicable laws and platform terms. Pinion Newswire does not endorse or verify the claims made in this release.

Media Contact

Website: https://assetara.ai

Blog: https://assetara.ai/en/blog

ICO: https://assetara.ai/en/ecosystem/ico

For more information visit YouTube.

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Hilton Expands Florida Keys Portfolio with Debut of Hilton Key West Resort & Marina

MCLEAN, VaHilton (NYSE: HLT) today announced the official debut of Hilton Key West Resort & Marina, the newest addition to the Hilton Hotels & Resorts portfolio in the Florida Keys. Situated on Stock Island at the eastern gateway to Key West, the 175-room waterfront resort expands Hilton’s presence in one of the nation’s most sought-after leisure […]

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Hilton (NYSE: HLT) today announced the official debut of Hilton Key West Resort & Marina, the newest addition to the Hilton Hotels & Resorts portfolio in the Florida Keys. Situated on Stock Island at the eastern gateway to Key West, the 175-room waterfront resort expands Hilton’s presence in one of the nation’s most sought-after leisure destinations, offering guests a marina-front retreat with island-inspired dining, premium amenities, outdoor recreation, and Hilton’s signature hospitality.

Hilton Key West Resort Marina Exterior Aerial Shot 2 Hilton Expands Florida Keys Portfolio with Debut of Hilton Key West Resort & Marina

“The Florida Keys continue to be one of the most desirable leisure destinations in the Americas, and the debut of Hilton Key West Resort & Marina further strengthens Hilton’s growing portfolio across this iconic island chain,” said Danny Hughes, President, Americas, Hilton. “As demand for coastal and resort travel remains strong, we are focused on expanding in destinations where travelers want to be while delivering exceptional guest experiences that reflect the unique character of each location.”

Nestled across 20 waterfront acres, the resort features 175 thoughtfully designed guest rooms, including 86 spacious suites. Every accommodation includes a private furnished balcony with views overlooking the marina or the Atlantic Ocean. Blending contemporary coastal design with the relaxed atmosphere of island living, the property provides guests with an authentic Key West experience.

Dining options include Yellowfin Bar & Kitchen, serving locally inspired seafood and regional cuisine in a waterfront setting, and Ocean’s Edge Café, offering Cuban coffee, smoothies, and convenient grab-and-go selections. Guests can also enjoy poolside food and beverage service or in-room dining for added comfort and convenience.

With direct access to the marina, Hilton Key West Resort & Marina provides guests with opportunities to experience the area’s renowned boating, fishing, and marine adventures that have made the Florida Keys a world-class waterfront destination.

The resort features six saltwater swimming pools along with an extensive selection of recreational amenities, including complimentary paddleboarding, kayaking, bicycle rentals, yoga classes, lawn games, and family-friendly poolside movie nights. Additional amenities include a fully equipped fitness center and complimentary shuttle transportation to Old Town Key West, providing convenient access to Duval Street, Mallory Square, and the Key West Historic Seaport.

For meetings, weddings, and special events, the property offers flexible indoor and outdoor venues, including a 570-square-foot executive boardroom and a 1,140-square-foot outdoor patio designed to accommodate corporate gatherings, celebrations, and social occasions.

“Hilton Hotels & Resorts has welcomed travelers for more than a century by combining iconic hospitality with authentic local experiences,” said Leonard Gooz, Global Brand Leader, Hilton Hotels & Resorts. “Hilton Key West Resort & Marina continues that tradition by offering guests a welcoming waterfront escape that captures the spirit, culture, and natural beauty of the Florida Keys.”

As part of its debut, the property is undergoing a series of enhancements, including refreshed guest rooms featuring updated flooring, furnishings, and décor, expanded resort amenities, and the addition of a new Tiki Event Pavilion. These improvements are designed to elevate the guest experience while preserving the destination’s laid-back atmosphere and distinctive island character.

Hilton Key West Resort & Marina participates in Hilton Honors, Hilton’s award-winning guest loyalty program that provides members with exclusive benefits and travel rewards across the company’s global portfolio of hotel brands.

Reservations are now available through Hilton’s official booking channels.

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XRP Poised for Breakthrough in the Trump Era: Price Could Surge 10-Fold to $15 After ETF Inflows

Retford, UKMeanwhile, the US government is continuously improving its digital asset regulatory framework, and the approval process for cryptocurrency ETFs is attracting widespread market attention. Industry insiders generally believe that clearer regulatory policies will help increase institutional investor participation and create a more stable environment for the long-term development of the digital asset market. Amidst frequent […]

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Meanwhile, the US government is continuously improving its digital asset regulatory framework, and the approval process for cryptocurrency ETFs is attracting widespread market attention. Industry insiders generally believe that clearer regulatory policies will help increase institutional investor participation and create a more stable environment for the long-term development of the digital asset market.

XRP Poised for Breakthrough in the Trump Era: Price Could Surge 10-Fold to $15 After ETF Inflows

Amidst frequent market volatility, more and more investors are focusing on more efficient and risk-manageable ways to participate in digital assets.

In this trend, EX DeFi continues to improve its platform service system, combining AI-powered intelligent management, cloud computing and green energy infrastructure, and a low-barrier-to-entry cloud computing model, making it a popular choice for many investors. It helps investors capitalize on the long-term opportunities offered by XRP while securing a stable cash flow in advance, effectively hedging against the risks posed by market uncertainty.

EX DeFi: Stable Passive Income Even During Market Volatility

While mainstream cryptocurrencies like XRP, BTC, ETH, and GODE are highly volatile, EX DeFi offers a more robust and balanced investment approach:

• No Equipment or Technical Knowledge Required

No mining rigs, wiring, or electricity costs. Simply register and select a smart contract, and mining will begin automatically.

• AI-Powered Hashrate Allocation

EX DeFi utilizes artificial intelligence to optimize energy and computing power allocation for a more efficient, energy-saving, and secure mining service.

• Stable Daily Returns + Principal Return Upon Contract Expiration

Daily returns are calculated automatically; upon contract expiration, the invested principal will be automatically and fully returned to your account.

• Supports Multiple Cryptocurrencies

Supports multiple mainstream digital currencies, including XRP, USDT, BTC, ETH, LTC, USDC, BCH, DOGE, SOL, etc.

• Global Green Mining Farm

Utilizes a renewable energy model, with most computing power derived from wind, hydro, and solar power—both environmentally friendly and cost-effective.

About EX DeFi

Headquartered in the UK, EX DeFi is a compliant digital asset and cloud computing platform based on cloud computing technology, fully compliant with UK regulatory requirements and EU standards MiCA and MiFID II. Since its inception in 2021, the platform has consistently adhered to the principles of security and transparency, undergoing regular audits by PwC, and user assets are insured by Lloyd’s of London, enjoying bank-level capital protection.

In terms of technology and risk management, EX DeFi relies on enterprise-grade security systems from Cloudflare and McAfee, combined with multi-signature cold wallets and an AI-driven risk control system and 2FA verification. This enables the platform to maintain a zero-security-incident record and rank among the world’s most trusted and compliant mining platforms.

EX DeFi CEO Bernard James Langley explained:

“Our goal has always been clear: to provide compliant, transparent, and secure digital asset services to global investors, ensuring the stable growth of their crypto asset value, regardless of their location. Especially in rapidly growing markets like the US, our aim is to provide truly sustainable long-term digital asset solutions to ensure the appreciation of digital currencies.”

Here’s how to start mining on EX DeFi:

1. Register an account: Visit the EX DeFi official website and create a free account using your email address to receive a $17 new customer reward.

2. Deposit XRP: Go to the Deposit Center, select XRP, copy your personal deposit address, and then transfer XRP from your wallet or exchange to complete the deposit.

3. Choose a contract: Select a suitable popular contract plan; mining will start automatically after payment.

Examples of Popular Yield Contracts:

New User Experience Contract: $100, Term: 2 days, Daily Yield: $4, Total Profit: $100 + $8

DOGE/LTC (Gold Shell Mini DOGE Pro): $500, Term: 6 days, Daily Yield: $6.5, Total Profit: $500 + $39

BTC (Canaan-Avalon-A1466): $1000, Term: 10 days, Daily Yield: $13.4, Total Profit: $1000 + $134

Dogecoin/Litecoin (Bitmain-Antminer-L7): Investment $5,000, Term: 20 days, Daily Yield: $73.5, Total Profit: $5,000 + $1,470

For more details on popular contracts, please visit the EX DeFi official website.

Conclusion

As the digital asset market continues to develop, the launch of the XRP ETF has further increased market attention and brought new development opportunities to the industry. However, while market opportunities are increasing, digital asset price volatility remains a crucial factor for investors to consider. Finding a balance between seizing market opportunities and controlling risks remains a key focus for the current market.

EX DeFi provides users with more stable and transparent digital asset services by continuously optimizing platform functions, improving operational efficiency, and promoting green energy applications, meeting the long-term development needs of different users.

For more information, please visit https://exdefi.com/ or email [email protected].

 

Disclaimer: The information provided in this press release does not constitute an investment solicitation, nor does it constitute investment advice, financial advice, or trading recommendations. It is strongly recommended that you perform due diligence before investing or trading in cryptocurrencies and securities, including consulting a professional financial advisor.

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