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TECHNOLOGY

The Power of Computer Vision in Industry

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Computer Vision

Computer vision remains to be an under-the-radar aspect of artificial intelligence. Its simplest definition is that it’s what enables machines to interpret and understand visual information.

By processing digital images and videos, computer vision systems can perform tasks that mimic human visual perception. It’s nothing super new – think of the Google Photos auto-categorisation of all your friends and family members.

However, what is new is the number of industries it’s reaching and the efficacy behind it.

Automating Repetitive Visual Tasks

Computer vision is extremely good at automating repetitive visual tasks. Although it began as a worse version of human interpretation, it’s now becoming relied upon to decipher old scrolls, meaning it’s now more accurate than us in many use cases.

In manufacturing, BMW currently uses computer vision systems to inspect well over 600 welding points on each car body. It’s estimated that it detects defects better than humans. This level of precision improves the quality of the product, yet saves money on labour .

In warehouse operations, Amazon is one of many companies that uses computer vision-enabled robots to identify and sort packages. In fact, this is quickly becoming the industry norm. These robots can process vast quantities of items quickly and accurately, reducing errors and speeding up delivery times.

Optical character recognition is another application which automates document processing by converting printed or handwritten text into machine-readable formats. This isn’t just useful for historians and archaeologists, but for streamlining many administrative tasks.

For practical applications of computer vision in industry, view Digital Sense to get an idea of how face recognition or object tracking can yield a positive return on your operations.

Enhancing Decision-Making Processes

Computer vision systems can ultimately be a decision maker. For these decisions, real-time data analysis can be done along with pattern recognition. For example, General Electric employs computer vision to detect microscopic cracks in turbine blades, preventing potential failures in power plants. This proactive approach to maintenance reduces downtime. But, these can be done in all sorts of industrial activities, such as sorting through a harvest.

Predictive maintenance is a big win for companies, who have been trying out all kinds of ways to increase their data, particularly with IoT devices. But, computer vision algorithms have more scope, as they hold more dynamic data than a simple sensor. Both combined can help detect anomalies that might be imperceptible to the human eye.

Mitigating Human Error

Computer vision is playing a role in keeping us healthy, too, with AI-powered computer vision systems now assisting radiologists in detecting and diagnosing lung nodules – it’s discovered that accuracy has since been increased.

Of course, as employees work long hours – which many well-paid, important jobs still do – it is the automation of some tasks that helps alleviate fatigue and mistakes. As opposed to being the primary assessment, humans can be a second opinion, which is far less while mitigating computational error, too.

Operational Efficiency & Cost Cutting

One of the most impressive forms of cost-cutting automation is with Ocado, a British online supermarket, which uses computer vision-guided robots to pick and pack orders, processing thousands of orders weekly. The Hive, as it’s called, uses the tech for swift and accurate item identification and moves them across the warehouse floor to be packed.

Computer vision actually enables predictive maintenance too, by detecting subtle changes in equipment performance. This ends up preventing costly breakdowns, and requires just a handful of controllers to oversee the operations as opposed to an entire warehouse floor dominated by bodies.

In some instances, groceries can even be delivered by a robot too, as seen particularly in Milton Keynes’ Starship bots that use computer vision in a similar way to self-driving cars. They navigate across pavements, wait for green lights to cross the road, and drive up to the front door. This has tremendous potential to conquer the problem of last-mile delivery, which is a costly bottleneck for online retailers.

Amazon Go stores are also an example of this transformation as they use computer vision and sensor fusion to enable checkout-free shopping experiences. This shows that it’s not just a labour saving device at the cost of customer experience, but rather an improvement to UX.

The Amazon technology tracks items picked by customers, streamlining the purchasing process. However, some of these stores are being rolled back, showing that some projects can be too complex to perfect without enough time. Nobody doubts that this will become the norm, but sometimes complexity must scale slowly.

Conclusion

Like AI, computer vision has the potential to impact every industry, from manufacturing and retail to healthcare and agriculture. It can be used at every step of the supply chain, too, even down to the final customer-facing service.

While still being developed, nobody knows exactly what is achievable in three years time, except we can predict the direction of this growth very confidently. While AI may currently be getting the flack for being an existential threat to the labour market, it may be computer vision that is the real catalyst. Or, at least, computer vision in the hands of AI…

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TECHNOLOGY

The Best Restaurant Tech for 2025 – From AI Sommeliers to Robot Runners

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Restaurant Tech for 2025

The restaurant industry is a beast. It’s a high-pressure, low-margin world where efficiency and customer experience are constantly battling for supremacy. But as 2025 rolls into view, a new wave of technology is promising to revolutionise how we dine, from the kitchen to the front of house, and even how we book a table in the first place. Forget clunky PDAs and questionable Wi-Fi; we’re talking AI-powered sommeliers, robot runners, and personalised menus that anticipate your cravings before you even realise them. So, ditch the paper menus and prepare for a taste of the future, because these are the restaurant tech trends set to sizzle in 2025.

Personalisation: The Key Ingredient

In a world saturated with choice, personalisation is no longer a luxury, it’s an expectation. Restaurants are leveraging technology to understand their customers on a deeper level than ever before. Think beyond remembering your favourite wine; we’re talking about AI systems that analyse your past orders, dietary restrictions, even your social media activity, to curate bespoke dining experiences. Imagine walking into your favourite spot and being greeted with a personalised menu showcasing dishes perfectly aligned with your preferences, perhaps even suggesting a new wine pairing based on your previous choices.

“We’re always looking for ways to enhance the guest experience,” says a representative from The Midland Grand in St Pancras, London. “Technology plays a crucial role in this, allowing us to personalise interactions and create memorable moments. From pre-arrival preferences to tailored recommendations, tech helps us anticipate our guests’ needs before they even ask.”

This level of personalisation extends beyond just the menu. Loyalty programs are becoming increasingly sophisticated, offering targeted rewards and exclusive experiences based on individual spending habits and preferences. Restaurants are also using data analytics to optimise everything from table layouts to staffing schedules, ensuring a seamless and efficient dining experience for every guest.

Automation: From Kitchen to Table

While the idea of robots replacing chefs might still seem like science fiction, automation is already making significant inroads in the restaurant industry. From automated ordering systems that streamline the ordering process to robotic kitchen assistants that handle repetitive tasks, technology is helping restaurants improve efficiency and reduce costs.

“In a busy kitchen like ours, efficiency is paramount,” explains a chef at Sola in Soho, the Michelin-starred restaurant. “Technology has been a game-changer, allowing us to automate certain tasks, freeing up our chefs to focus on creativity and precision. This not only improves the quality of our food but also enhances the overall working environment.”

Beyond the kitchen, robots are taking on front-of-house roles. Robot runners are becoming increasingly common, delivering food and drinks to tables, freeing up human staff to focus on customer interaction and service. While some may worry about the human element being lost, these robotic assistants can actually enhance the dining experience by ensuring prompt and efficient service, especially during peak hours.

The Rise of the Smart Restaurant

The concept of the “smart restaurant” is rapidly becoming a reality. Imagine a restaurant where every aspect of the dining experience is seamlessly integrated through technology. From smart tables that allow you to order and pay directly to interactive displays that provide information about the menu and ingredients, the smart restaurant offers a truly immersive and engaging dining experience.

“We’re constantly exploring new technologies to enhance the dining experience at Sugar Boat,” says a representative from the Helensburgh restaurant. “For us, it’s about finding the right balance between technology and human interaction. We want to use technology to streamline processes and improve efficiency, but we also want to ensure that our guests feel connected to the experience and to our team.”

Smart restaurant technology also extends to the back of house. Inventory management systems are becoming increasingly sophisticated, using real-time data to track stock levels and automate ordering, minimising waste and maximising efficiency. Energy management systems are also gaining traction, allowing restaurants to optimise their energy consumption and reduce their environmental footprint.

The Digital Dining Experience

The way we interact with restaurants is changing dramatically. Online ordering and delivery platforms have become ubiquitous, and mobile payment options are now the norm. But the digital dining experience is evolving beyond just ordering and paying.

Restaurants are using technology to create interactive and engaging online experiences. Virtual tours allow potential diners to explore the restaurant before they even arrive, while online reservation systems offer seamless booking and table management. Social media platforms are also playing a crucial role, allowing restaurants to connect with their customers, build brand loyalty, and promote special offers and events.

The Human Touch: Still Essential

While technology is undoubtedly transforming the restaurant industry, the human element remains crucial. Technology should be seen as a tool to enhance, not replace, human interaction. The best restaurants will be those that strike the right balance between technology and human touch, using technology to improve efficiency and personalise the dining experience, while still maintaining the warmth and hospitality that makes dining out so enjoyable.

Looking Ahead: The Future of Food Tech

The restaurant tech landscape is constantly evolving. As we look ahead to the future, we can expect to see even more innovative technologies emerge, from AI-powered chefs to augmented reality menus. The possibilities are endless. One thing is certain: the restaurant industry will never be the same. Embracing these advancements isn’t just about keeping up; it’s about creating a better, more efficient, and ultimately, more enjoyable dining experience for everyone. So, next time you’re out to eat, take a moment to appreciate the technology that’s shaping your meal. You might be surprised at just how much it’s already changed. And how much it’s going to change in the years to come.

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TECHNOLOGY

Why Monitor Out and Main Out: Key Differences and Best Uses

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Why Monitor Out and Main Out

Introduction

In the world of audio engineering, sound production, and live performances, understanding the difference between monitor out and mainout is crucial for optimal sound management. Whether you’re a musician, DJ, sound engineer, or content creator, knowing when and why to use each can significantly enhance your audio quality and performance experience.

This article breaks down the key distinctions, applications, and best practices for using monitor out and mainout effectively.

What is Monitor Out?

Monitor Out (or Monitor Output) refers to an audio output specifically designed to feed sound to in-ear monitors, headphones, or on-stage monitor speakers. It allows musicians and performers to hear a tailored mix that may differ from the main audience output.

Key Features of Monitor Out:

  • Personalized Mix: Performers can receive a mix that is different from what the audience hears.
  • Low Latency: Reduces delay for real-time feedback.
  • Independent Volume Control: Adjust levels without affecting the main output.

When to Use Monitor Out:

  • Live Performances: Musicians need to hear themselves clearly on stage.
  • Studio Recording: Allows for accurate monitoring during playback and mixing.
  • Broadcasting & Podcasting: Ensures hosts can hear themselves and guests without disrupting the final output.

What is Main Out?

Main Out (or Main Output) is the primary audio output that feeds sound to the main speakers or the recording system. This is what the audience hears during a live performance, streaming session, or studio playback.

Key Features of Main Out:

  • Final Audio Mix: Outputs the fully mixed and mastered sound.
  • Volume-Controlled for the Audience: Adjusting this output impacts what listeners hear.
  • Stereo or Mono Configuration: Can be routed as per the venue’s or recording setup’s needs.

When to Use Main Out:

  • Live Sound Systems: Directing sound to PA systems for an audience.
  • Recording & Streaming: Ensures high-quality audio is captured.
  • Public Address Systems: Used for conferences, speeches, and large events.

Monitor Out vs. Main Out: Key Differences

FeatureMonitor OutMain Out
PurposePersonal monitoringAudience sound output
Volume ControlIndependentAffects audience/listeners
Sound CustomizationTailored mixFinal mixed output
Use CasePerformers, recordingAudience, live sound systems
LatencyLowStandard

Best Practices for Using Monitor Out and Main Out

1. Use Separate Mixes for Monitors and Main Output

A musician might need a louder vocal mix in their monitors, while the audience hears a balanced full-band mix. Configure separate mixes for each output accordingly.

2. Invest in Quality Cables and Audio Interfaces

Using high-quality cables and a professional audio interface reduces interference and enhances clarity for both monitor and main outputs.

3. Optimize Gain Staging

Ensure that input levels are set properly to prevent distortion or weak signals in both moni-tor and main outputs.

4. Use a Dedicated Monitor Controller

For studios, a moni-tor controller helps switch between different outputs efficiently while maintaining volume consistency.

5. Balance Monitor Volume to Prevent Hearing Fatigue

Moni-tor levels should be comfortable for prolonged listening to avoid ear fatigue during long performances or recording sessions.

Conclusion

Understanding the difference between monitor out and main out is essential for achieving professional-quality sound in live performances, studio recordings, and broadcasts. By optimizing each output’s use, you can enhance clarity, prevent sound issues, and deliver an exceptional audio experience to both performers and audiences.

FAQs

Can I use Monitor Out for Speakers?

While technically possible, it’s not recommended as Moni-tor Out is designed for personal monitoring and may not deliver the full-range sound intended for audience speakers.

How do I prevent feedback in Monitor Outputs?

To prevent feedback, position microphones away from moni-tor speakers, use directional mics, and adjust EQ settings to reduce problematic frequencies.

Do I need a separate mixer for Monitor Out?

Not necessarily. Many modern mixers allow independent control of moni-tor and main outputs within the same device.

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TECHNOLOGY

Why Does Everyone Do Webinars? The Unstoppable Popularity

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Why Does Everyone Do Webinars?

Introduction: The Webinar Boom

Webinars have become a dominant force in online marketing, education, and business communication. But why does everyone do webinars? The answer lies in their ability to engage audiences, establish authority, and drive conversions. In this article, we will explore the reasons behind the rise of webinars, their benefits, and how you can leverage them effectively.

The Evolution of Webinars

Webinars have evolved significantly over the past decade, transitioning from simple online meetings to powerful marketing and educational tools. Some key factors contributing to their growth include:

  • Advancements in technology: High-speed internet and better webinar platforms have made hosting seamless.
  • Remote work culture: The global shift towards remote work and digital learning has increased demand.
  • Cost-effectiveness: Webinars eliminate travel costs while providing global reach.

Why Webinars Are So Popular

1. Unmatched Audience Engagement

Webinars provide interactive experiences that keep audiences engaged through:

  • Live Q&A sessions
  • Polls and surveys
  • Chat interactions
  • Screen sharing and real-time demonstrations

2. Authority & Thought Leadership

Hosting a webinar positions you as an expert in your field. By providing valuable insights, you gain credibility and build trust with your audience.

3. Lead Generation & Sales Growth

Webinars act as powerful lead magnets. They allow businesses to:

  • Collect emails and contact details
  • Nurture leads through follow-ups
  • Showcase products and services in real time
  • Close high-ticket sales with minimal friction

4. Scalability & Cost-Effectiveness

Compared to traditional in-person seminars, webinars:

  • Require lower investments
  • Can be attended by thousands worldwide
  • Offer on-demand replays for continuous reach

5. SEO Benefits & Content Repurposing

Webinars enhance SEO and content marketing strategies by:

  • Generating valuable keyword-rich content
  • Providing transcripts for blogs and articles
  • Creating shareable clips for social media
  • Improving dwell time on websites

How to Run a High-Impact Webinar

1. Choose the Right Topic & Audience

  • Identify pain points and interests of your target audience.
  • Research trending industry topics.
  • Ensure your topic is actionable and valuable.

2. Select the Best Webinar Platform

Top webinar platforms include:

  • Zoom – Ideal for business meetings and education.
  • WebinarJam – Great for marketing and sales.
  • Demio – Best for engagement and automation.
  • GoToWebinar – Reliable for large-scale events.

3. Plan & Promote Effectively

  • Create a compelling title and description.
  • Use email marketing and social media promotions.
  • Leverage influencers and partnerships to boost reach.

4. Deliver an Engaging Presentation

  • Use high-quality visuals and slides.
  • Keep the session interactive with live Q&As and polls.
  • Provide actionable insights rather than just theoretical knowledge.

5. Follow Up & Repurpose Content

  • Send follow-up emails with key takeaways and webinar recordings.
  • Repurpose content into blogs, infographics, and short clips.
  • Engage with attendees post-webinar through surveys and offers.

Webinar vs. Other Marketing Strategies: A Quick Comparison

StrategyEngagementLead GenerationCost-EffectivenessScalability
WebinarsHighStrongLowHigh
Social MediaMediumMediumLowHigh
Email MarketingLowHighLowHigh
Paid AdsLowHighHighMedium
In-Person EventsHighMediumHighLow

The Future of Webinars

With the rise of AI-powered automation, virtual reality (VR), and hybrid event models, webinars are set to become even more immersive and data-driven. Businesses and educators who embrace these innovations will stay ahead of the curve.

Conclusion

Webinars are more than just a trend—they are a powerful tool for education, marketing, and business growth. Whether you’re an entrepreneur, educator, or marketer, leveraging webinars can transform your engagement and sales strategy.

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