All posts by Paul Melcher

Paul Melcher is the founder of Kaptur. He is an entrepreneur, advisor, and consultant with a rich background in visual tech, content licensing, business strategy, and technology with more than 20 years experience in developing world-renowned photo based companies with already two successful exits.
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By 2022, there will be 45 Billion Cameras

It might have all started when Snapchat rebranded itself “A camera company”. Or even long before, in 2002, when Nokia decided to put a camera on their cell phones.  Whenever it happened, it is still really only the beginning… “It” is the moment the camera became forever separated from its original format, a lens on a movable box, and its original intent, recording personal memories. The shift was triggered when film became digital and thus transforming images into data files. Not only could images be easily and…

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Cloud or On-Premise visual A.I. : Which should you pick ?

Today, all of the visual recognition APIs are connected to the cloud making them not only extremely easy to deploy but highly scalable. However, not all data is equal and in some instances, this might not be the best route to take. Consider, for example, some of the intrinsic security issues of a cloud as listed by the CSA (Cloud Security Alliance): Data breaches, compromised credentials, account hijacking, malicious insiders, loss or theft of intellectual property, compliance violations or regulatory actions. While Google Cloud, Amazon…

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The battle of the photo format

Hidden deep inside Apple’s WWDC 17 was an announcement that made little waves but that might have great repercussion: In their OS11 release, the Cupertino company plans to store images using their new HEIF format rather the almighty JPEG. The reason? HEIF compression takes half the space of the JPEG compression, suddenly doubling storage for photos. What is HEIF? HEIF is short for High-Efficiency Image Format. It was created by MPEG, the committee in charge of all standard video compression formats ( MPEG-1, MPEG-2, MPEG-4, H.264/AVC, HEVC/H.265).  An HEIF file…

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10 Questions to a Founder : Picasso Labs

While billions of images are being shared daily, little to nothing is known about how viewers respond to them. Until now. Using hundreds of thousands of data points extracted from million of images, Picasso Labs offers the first A.I. powered insight tool for images. Thanks to its deep analytical resources, it helps brands and marketers understand which images work best for what audience, and why.  We sat down with founder and CEO Anastasia Leng to learn more: – A little about you, what is your…

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2017 LDV Vision Summit : A world of foresight

When electricity was finally mastered at the turn of the XX century, it triggered a whole new range of new products and industries while improving existing ones. From light bulbs to fans, fridges, air conditioning, factory tools little that we interact with today is not affected by electricity.  Today, computer vision is having the same effect. Now that it has reached a certain level of maturity, both in performance and availability, computer vision is opening a huge array of new opportunities and new businesses in…

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Google: what’s wrong with a lack of jaw-dropping announcements?

In short: Nothing. With an emphasis on incremental improvements to Google’s photo organizing, sharing and search solutions, Google’s maturing solutions are now becoming so easy, efficient, and helpful that many consumers will feel they can’t live without them. Perhaps equally important, Google is opening up more and more of its supporting AI technologies to developers – for companies who can’t afford to hire an army of AI PhDs. The Google I/O announcements important to mobile imaging vendors To put the photo-related announcements in perspective, note…

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LDV Vision Summit 17 – 10 Questions for an Investor: KBS Ventures

There’s a definitive symbiosis between visual tech and digital marketing: Not only is vision the primary sense used when making a buying decision, it is also the most efficient in tracking and deciphering a consumer’s path to the critical buy impulse. While brands might not have yet adopted the rapid pace of evolution offered by the countless new start-ups in the field, advertising agencies and their investment arms have long known that it’s a battlefield with huge potential outcome. We spoke with Jessica Peltz-Zatulove – Partner…

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LDV Vision Summit : 10 Questions for a Research Scientist @ Google

From automatically organizing personal photos, monitoring crops, medical diagnostic, driving cars, security monitoring, computer vision is always everywhere. Not surprising since we, as human beings, use vision as our primary tool to understand the world around us.  For a search engine like Google, it does make perfect sense to be one of the leaders in research. Ahead of her keynote address at the upcoming  2017 LDV Vision Summit, we spoke with Google Research Scientist Tali Dekel to learn more: A little bit about you. what is…

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LDV Vision Summit 17 : 10 questions to a visual search expert at Pinterest

[It’s Spring and the LDV Vision Summit is coming back. Like every year since its inception, we are proud to feature some of the prestigious speakers and judges who will take the stage during the two-day event. Here is the first of the series] With appetite for visual content showing no signs of taming down and users wanting to do more than just look at pictures, platforms like Facebook, Instagram, Snapchat,  and others have been in a close race to outbid each other with new…

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10 Questions for a founder : WordsEye

Most people are familiar with Artificial Intelligence capable of understanding images or videos and describing its content. But what about the opposite: asking the same machine to generate visual content based on a textual description? This is exactly what WordsEye solves.  While the current 3D rendering might appear simplistic,  this could very well be a first glimpse into the future of photography and video.  Creators will no longer need to travel to capture a scene but rather just imagine it and have computers create it.…

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