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Farid Mheir
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Sometimes the centre of gravity in tech is very clear, but as we enter 2022 there are lots of areas where trillion dollar questions are wide open. These are the questions I wonder about today, from crypto to cars to fast fashion - there are others.
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Farid Mheir
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Our latest AI advancements represent fundamental building blocks that could power entirely new future shopping experiences. -
Facebook AI is on a quest to build the world’s largest shoppable social media platform, where billions of items can be bought and sold in one place. -
As a key milestone toward this goal, we’re sharing details on how we’ve improved and expanded GrokNet, our breakthrough product recognition system. Now, it’s powering new applications on Facebook, like product tagging and showing visually similar products. Soon, we’ll bring visual search to Instagram so that people find similar products just by tapping on an image. -
We’re also diving into our latest advancements, which provide a deeper, more nuanced understanding of product attributes and multimodal signals. These advancements collectively represent fundamental building blocks that could power entirely new shopping innovations of the future.
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The retailer of the future will harness the power of data, quantum computing, artificial intelligence, and augmented reality, says serial entrepreneur and technology expert John Straw.
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The Retail Tech 100 is CB Insights' annual ranking of the 100 most promising B2B retail tech companies in the world. This year's winning companies include startups working on e-commerce infrastructure, supply chain automation, cashierless checkout, and more.
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The challenge of search and recommending products online is increasingly being solved with data science as e-tailers compete on personalisation. New e-commerce platform Psykhe makes recommendations based on personality traits by identifying both the user and the products; its models can assign products a “personality profile”, informed by traits such as openness or neuroticism, in addition to traditional details, without human input. Resale platform Rebag has developed a universal taxonomy for designer handbags to better appraise products. And Facebook recently unveiled GrokNet, a tool that automatically identifies and describes items in pictures to help people sell items on its marketplace.
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Farid Mheir
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The trends in this report — while buttressed by data and evidence — are meant to shake our faith in steady trend lines. They point to areas where conditions are ripe for discontinuity and disruption. This report asks us, in effect, to “watch these spaces,” and expect to see surprises and opportunities. In that spirit, here are 14 tech trends that deserve close attention in the first year of the 2020s
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Aura connects to the existing cameras of the location you want to monitor. Thanks to a plug and play installation, Aura will be functioning almost instantly; while the results will be available in the next 24 hr. Besides the general demographic information such as age, (7 range are provided) and gender; Aura can, as well, help to monitor what the customer is doing. The latter is possible by providing: Footfall, Area dwell times, Heatmaps, Service wait times.
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It's like other Amazon Go stores, only bigger. But it's a meaningful difference. Interesting story on how a guy walked into an Amazon GO store and was able to steal things.
TLDR; Guy walks in, puts items in bag Goes to bathroom, changes outfit and look Continue walking and picking up items Amazon only charges for first batch of items.
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A leading Canadian grocer will pilot automated fulfillment of its buy-online-pickup-in-store (BOPIS) offering. Loblaw Inc. is building an automated picking facility to support its PC Express BOPIS service. Leveraging a hyperlocal fulfillment solution from Takeoff Technologies that functions in compact vertical spaces, Loblaw will launch the 12,000-sq.-ft. facility inside one of its GTA Real Canadian superstores in 2020.
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See below a chart comparing different out-of-stock solutions, their value proposition, challenges, benefits and costs to see how Focal's Shelf-Mounted Cameras stack up against the competition.
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What’s next for retail tech? We examined 21 of the biggest retail trends to watch this year, ranging from automated checkout to inventory management.
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Boston Dynamics only has 20 of the robots available right now, but it’s hoping to manufacture about 1,000 for use out in the field. So it has to be very choosy about who gets one. It hasn’t disclosed how much they will cost.
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By rolling out a device equipped with more advanced facial recognition technology, users can enjoy an even more convenient method of paying for goods and services without using smartphones. The Frog Pro features a 10.1-inch double-sided screen, a 3D depth-sensing camera for the facial recognition payment function and a QR code scanner
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The retail industry is rewriting the laws of physics. Change is coming at an ever faster rate each year and 2030 will be upon us before we know it. Explore the world in 2030 and the future of retail 2030.
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“We chose right from the very start to not hide the technology,” Hanrahan explained.
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The final project for my machine learning class was to build a fashion neural net algorithm to correctly classify images into 7-classes using the Fashion-MNIST dataset. My team's model accuracy of 92.923% led us to the top of Kaggle's leaderboard! (the competition was only open to our class).
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Beyond the world of email marketing in the wider world of business, the impact of Artificial Intelligence (AI) on productivity and employment has risen to prominence in the last two plus years as more affordable systems have become available from vendors. This has naturally prompted marketers to review the potential marketing applications of AI. To answer this question, in our guide to marketing applications of AI , Smart Insights has reviewed the opportunities and tools for AI across the customer lifecycle. This report highlights the critical trends and techniques that will help you transform your brand-customer relationships using the most powerful channel in your marketing mix: email!
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Explore how image recognition can be implemented by retail and CPG companies, such as auditing product placement and category analysis.
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In this article, we cover a variety of examples in which AI is being integrated in the retail industry, broken down into the following sub-categories: Sales and CRM Applications, Customer Recommendations, Manufacturing, Logistics and Delivery, Payments and Payment Services
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The Qube, our all-in-one artificial intelligence consists of many different engines working in harmony with each other to analyse shelf images instantaneously and extract information on product, brand, price and placement.
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The future of food retail is to be found in China. Following Alibaba, major competitor JD.com has also opened its technologically advanced supermarket: 7Fresh uses eCommerce technology and aims to open 1,000 stores.
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What AI can — and cannot — do for your organization.
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Exclusive research by us at LDV Capital is the first publicly shared, in-depth analysis which estimates how many cameras will be in the world in 2022. Key Findings include: - Most of the pictures captured will never be seen by a human eye.
- A paradigm shift will take place in the meaning and use of a camera.
- Over the next five years there will be a proliferation of cameras integrated into products across industries and markets.
- Where there is growth in cameras there will be tremendous business opportunities in the capture, analysis and interpretation of visual data.
- Depth capture will double the number of cameras in handheld cameras.
- By 2022, the number of cameras will be nearly 12X the 2012 figures.
- Your smartphone will have between 4 and 10 cameras by 2022.
- The Internet of Eyes will be larger than the Internet of Things.
- In the next five years, robotics will have 20X more integrated cameras.
- By 2022, all new vehicles will be equipped with more than 25 cameras and this does not include Lidar or Radar.
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Instacart is saving minutes per delivery by sorting shopping lists using deep learning. Emojis help to define the problem and outline both a simple and a more complex deep learning architecture.
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- 70% of retail decision makers globally are ready to adopt the Internet of Things to improve customer experiences.
- 73% of retailers rate managing big data as important or business-critical to their operations.
- 78% of retailers say it is important or business-critical to integrate e-commerce and in-store experiences, so an omnichannel experience is delivered to every customer.
- 87% of retailers will deploy mobile point-of-sale (MPOS) devices by 2021, enabling them to scan and accept credit or debit payments anywhere in the store.
- 90% of retailers will implement buy online, pickup in store by 2021.
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Curated by Farid Mheir
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WHY IT MATTERS: this list of technology questions for 2022 feels like an answer to the question "what is digital disruption?".
We have reached a moment in time where old technologies - eCommerce or videoconferencing for example - are finally breaking into established industries. And the impact, at scale, cannot be found in technology but rather in every single industry it disrupts.
Very thoughtful piece, very good questions.