ApertureData
@ApertureData
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Database purpose-built for Multimodal AI: Combine scalable vector search with memory-optimized graph and multimodal data management
Mountain View, CA
Joined November 2018
New website, fresh documentation, and a MAJOR release on deck! Managing multimodal data is a challenge, but we’re making it easier with our newly launched ApertureDB Cloud. With experience deploying ApertureDB to Fortune 100 customers, we now bring the features to , ApertureDB.
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📣 We’re happy to announce that we have raised $3M in seed funding from a great group of investors!. This funding round accelerates the development of ApertureDB’s innovative ML-ready visual #datamanagement support. #visualdata #databases #DataScience. A thread 👇🏽.
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🌟 Exciting News! 🌟 Discover how @BadgerSolutions, using multipurpose robots for smart shelf scanning, elevated its visual data infrastructure with ApertureDB.🚀 Unify images, videos, and metadata seamlessly for ML and CV. Check out their success story!🔗
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1/ 🔑Vector search is core to a lot of ML use cases. Feature vectors from #images, #videos, or even #documents, require more than just vector indexing and KNN support.
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Our CEO was featured on a recent episode of the AI Chronicles podcast!. 🔗 Tune in for an insightful conversation and a sneak peek into ApertureDB's capabilities :
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3/. 🔥Excited to be backed by @rootvc @2048vc @alumniventures @graphventures @Work_Bench @HustleFundVC @CMUSwartzCenter @magicfundvc @NSFSBIR & amazing angel investors @mojombo @borja_burgos @MindaBrusse @rohinip @thathoo @MikeMacCombie @heidihysell @ashwinkolhe & others.
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Tackling the High Costs of Data Management in Machine Learning: The cost of managing multimodal data is becoming an increasingly prominent challenge. It's not just about the substantial storage needed for PDFs, images, and videos—it's also about the cost of duplicating this data.
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Come check out our cofounder @vishakha041 on the latest @twelve_Labs Multimodal Weekly. We discuss the challenges around vector databases for visual data — and how they can be overcome. #vectordatabase #vectorsearch #machinelearning.
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With its ability to handle images, videos, and more, ApertureDB is changing how professionals approach data management and machine learning projects.
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Achieving insights from your video data is a complex challenge — and storage and computational requirements are high. Can you leverage ML to analyze video in a highly scalable, efficient way? ApertureData and @twelve_labs have the answer in a new post.
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Data scientists hate messy do-it-yourself systems that require bringing together different products only to solve problem: data access for images & videos when setting up data science / ML pipelines.
Check out this video where @vishakha041 highlights why visual data needs special treatment and how this can be achieved. Learn what architecture and design decisions work well when building such a database and see a quick preview of @ApertureData. Watch:
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ApertureData is coming to the Google Cloud Marketplace soon! 🚀 Today we're headed to Google Cloud Next '24 - will you be there?.
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Experience our powerful database capabilities firsthand and see how it transforms your multimodal AI data management and analysis. No setup required, just pure exploration. 📊 🚀. 👉 Try ApertureDB for free today:
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Looking for a robust solution for managing multimodal data? 🤔 ApertureDB is your answer! With its advanced features and ML integration, it's a must-have for any data professional.
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Excited to be featured in Business Insider's list of most promising big data startups. #datamanagement #datadriveninnovation #visualdata #databases #DataScience #BigData #ml #machinelearning #dataengineering.
We asked top venture capitalists to name the most promising big data startups of 2021.
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Subscribe to the ApertureData Multimodal AI in the Real World Newsletter ⤵️. Each edition dives into key problems encountered in developing AI that leverages visual, audio, and other types of data in applications.
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We wrote about the challenges of navigating duplicate dats costs, and why a purpose-built database for Multimodal AI can change the game 🦾.
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Reducing data costs without jeopardizing growth. ApertureDB is a purpose-built database for multimodal AI applications. If you're building for use-cases that leverage multiple types of data, you can't afford complicated data management solutions ⤵️.
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What does having a purpose-built database like ApertureDB mean for your business? This brief video covers:. 🔍 Unique advantages of a purpose-built database.🚀 Optimizing analytics for visual data.💡 Real-world impact on efficiency and innovation. 👉
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Super excited for #GoogleCloudNext! ApertureData CEO Vishakha Gupta (@vishakha041) will be participating in a panel discussion on “Small business, big impact: How SMBs achieve more with Workspace and Gemini”. Don't miss this exciting conference!.
#GoogleCloudNext is almost here, April 9-11, in Las Vegas. Like ❤️ this post for a livestream reminder to catch all the exciting announcements!
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Leading projects that use vector databases? You can try ApertureDB for free! Perfect for exploring, testing, and prototyping multimodal AI projects.
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Learn how seamless integration of diverse data types can transform e-commerce product recommendations. Read More: #ECommerceInnovation #DataIntegration
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The retail landscape is evolving rapidly as multimodal AI finds powerful new applications. We wrote a blog that explores how ApertureDB is being implemented in retail operations to great effect, from inventory management to personalized shopping experiences.
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We are happy to be selected for the 2020 summer cohort of the @CMUSwartzCenter VentureBridge accelerator! Read more about this great opportunity here: @senecavc @women2 @GlobalWIC #shesoars #womenincloud #FFABrag #datamanagement #MachineLearning.
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Rev up your industrial and visual inspection with the power of multimodal AI. 🏭🔍 ApertureData streamlines your data analysis, combining text, image, and video insights to enhance quality and efficiency. Read More: #MultimodalAI #IndustrialInspection
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We heard you regarding the need to evaluate ApertureDB before investing in something as fundamental as a database!. Now you can easily download ApertureDB to try your own datasets in your own cloud environment, or try our hosted instances pre-loaded with public datasets
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Whether you need more representative data or to verify your annotations, visualizing and analyzing your datasets is crucial. However, dealing with complex multimodal data types like images and videos can make this a Herculean task.
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🧬 The life sciences sector stands on the cusp of a transformative shift, driven by multimodal AI. One of our latest blogs explores how ApertureDB can power advancements from medical imaging to clinical data management. /1
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Data fragmentation? Data inconsistency? Collaboration hurdles? Model debugging? If these sound familiar, it's time to explore ApertureDB! A game-changer for retailers unifying images, videos, and metadata. 📷📷.#datascience #dataengineering #retailtech.
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Welcome to a world where speed, agility, and productivity are enhanced for data science & ML teams working with multimodal data. ApertureDB is here to unify the management of images, videos, embeddings, and metadata, including annotations.
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@ApertureData will be one of the startups on the Showcase stage at #reworkDL on Day1 of the Summit. Come talk to the team about how we can help. @teamrework #DeepLearning Summit in #SanFrancisco. #visualdata #machinelearning.
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ApertureDB is tailored for high-volume, multifaceted data demands of large retailers, and enhances efficiency and insights in one of the world's largest Fortune 50 retail operations. Check out some of these other frontier use-cases 🤓 ⤵️.
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Happy to get an opportunity to participate, learn and grow our network! @senecavc @women2 @GlobalWIC #shesoars #womenincloud #CloudAcceleratorWIC #FFABrag #datamanagement #MachineLearning.
We are happy to welcome Vishakha Gupta, CEO, ApertureData, to the Women in Cloud Accelerator Program 3.0 .Learn more about the program here: #shesoars #womenincloud #CloudAcceleratorWIC
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🚀 We have just released a free docker version of ApertureDB, designed specifically for those needing to test within secure, air-gapped infrastructures. Perfect for environments requiring stringent data security measures!. 🔗
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We are excited to share that @ApertureData has been awarded the @NSF @NSFSBIR Phase 1 research grant. The funded research will take us closer to realizing the vision of a unified data backend for all stages of ML from edge to cloud. #NSFFunded #datamanagement #MachineLearning.
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Retail and ecommerce leaders are leveraging multimodal AI to transform customer experiences and boost sales. Here’s some of the key use-cases we’ve seen with ApertureDB so far:
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Ever feel like you're juggling too many data types at once? 😵💫 With ApertureDB, you can handle all your multimodal data seamlessly.
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Earlier this week we had the pleasure of attending and pitching at "Women at the Helm of AI Evolution" - a gathering of women investors and entrepreneurs, hosted by @MDSVCapital . Such a powerful event for the startup ecosystem, with poignant insights on AI business development!
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🚀 Get Hands-On with ApertureDB: Now with Free Access and Preloaded Datasets! Perfect for those eager to explore without the hassle of dataset preparation. 👉 Start Your Free ApertureDB Trial Today:
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ApertureDB isn't just another vector database; it combines vector search with a persistent memory graph database, enabling unmatched speed and flexibility. Discover why leading ML teams choose ApertureDB for their complex data operations. @Docker Release:
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At ApertureData, we are reimagining data management to empower ML teams to innovate without the fear of spiraling costs and operational complexities. Read more about data duplication in our LinkedIn Newsletter here ⤵️.
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When compared to traditional data warehouses, ApertureDB:. 🔹high-throughput video analytics essential for frictionless store analytics.🔹2x deployment speed .🔹significantly speeds up training.🔹can cut network data transfers by at least 63%. #RetailTech #VideoAnalytics
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Read more about how these innovations are setting new standards in retail:
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Handling the constant evolution of multimodal data is more challenging and crucial than ever. As your data expands and diversifies, the complexity of managing it efficiently can escalate rapidly. ApertureDB can help streamline your data processes.
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Say goodbye to data silos! 🚧 ApertureData's unified platform is the key to cohesive data management, ensuring your insights and innovations never skip a beat. Learn More: #UnifiedData #datascience #dataengineering #multimodalai
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ApertureDB is a database purpose-built for multimodal AI. We use a graph database to combine keyword / label-based searches with vector search and multimodal data management, to provide you with a single data layer for all your multimodal AI needs.
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Should we keep creating data management siloes to suit every stage of an ML pipeline or can we get to a unified backend and reusable infrastructure? .#datamanagement #datadriveninnovation #visualdata #databases #DataScience #BigData.
#DataScientists often manage images/videos, labels, feature vectors in folder hierarchies and text files within cloud storage. Isn’t it time to improve this regardless of how complex the data might be? Thanks @globalWIC for this opportunity. #WICPower2021.
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We've just registered for SaaStr Annual 2020. Use this link to get a discount #SaaStr #SaaStrAnnual #SaaS #saastrannual cc: @saastr
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I'm speaking at @scalebythebay, the software and data engineering conference with a great agenda in Oakland this November. I'd love for you to join me (! Also, you can get 15% off with the code SPEAKERFRIENDS15
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We've just confirmed our place at the @teamrework #DeepLearning Summit in #SanFrancisco. Who else is going? #reworkDL
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1/ . 📚Read more about ApertureDB and our plans on our blog .
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Is it important to build #datamanagement that understands the underlying data type and its application? It is, and by a factor of 85X! Join Luis during the industry session 4 @vldb2021 to learn the benefits of a unique visual #database in simplifying and improving ML pipelines.
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Join us for a @DataCamp webinar on simplifying image recognition with ApertureDB and Python. 🖼️.🗓️ Date: Tuesday, November 7.⏰ Time: 11:00 AM EST.Get ready to boost your image recognition skills with expert insights and real-world tips. #Python #DataScience #DataEngineers.
Advances in deep learning and database infrastructure have enabled the analysis of images and videos to become mainstream. Luis Remis, Co-founder & CTO at @ApertureData, explores ApertureDB to access the COCO dataset for image recognition with Python. 👇
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🚀 Now you can safely explore the capabilities of ApertureDB without exposing your data, with our new @Docker release! Perfect for environments requiring stringent data security measures. 🔗
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Unified data management in retail can have incredible impact, from shopper optimization to shelf organization. Learn More: #RetailTech #datascience #dataengineering #multimodalai
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Unlock the full potential of your visual data with ApertureDB. From capture to query, streamline your ML workflows for multimodal data with our robust platform. 📈. Learn More: #MachineLearning #DataManagement
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Great to see you try ApertureDB! .#vectordb.
Find your celebrity look-alike challenge using ApertureDB ( from @ApertureData . I found mine, now your turn!! For more details, check out my LI post:
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Data infrastructure and API designed from ground up to recognize #visualdata types and their #ML/analytical use cases can save hours if not days from #DataScience workflows. #DataAnalytics #Database.
If you have trained #MLmodels you know how time consuming it is to prepare visual datasets due to the multiple software components involved! ApertureDB will save hours of your time at every step. Read our blog to see how: #DataEngineering #DataScientists.
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Discover how ApertureDB's multimodal capabilities are setting new standards in life sciences. Read the full article: /2
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In our latest newsletter we get into why visualizing & analyzing multimodal data is tough and how it impacts model performance. Discover the common challenges data scientists and ML engineers face and how ApertureDB's intuitive UI simplifies this process.
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The necessity for a purpose-built database to streamline and simplify multimodal data management is seen in a variety of industry applications, like e-commerce, retail, industrial and visual inspection, and medical sciences 🔎. #ApertureDB #multimodalAI.
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🛒 Sam's Club is enhancing checkout experiences with new receipt verification tech in 120 stores! This innovation boosts efficiency and customer satisfaction. ApertureData's multimodal database can support similar retail advancements!.
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Visual (image/video) data is rich in information but large in size, voluminous, and often comes with lots of metadata. As businesses across industries rely more and more on querying this content, we need to redefine how we store and access it. Join us at #mlops20 to learn more.
#mlops20 MLOps Global Summit 2020."Rethinking Visual Data Management for Machine Learning" by Vishakha Gupta from @ApertureData . 📆12:00 PM - 12:40 PM PDT (21:00~21:40 CET).Free registration:
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Import data to ApertureDB using Python loaders or REST interfaces, seamlessly create annotation tasks in Label Studio with data from ApertureDB, and export labeled data in a structured format, easily mapped back to ApertureDB.
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🚀 We now have ApertureDB Docker available for download! Manage your text and multimodal data right within your own cloud environment. Perfect for ML teams looking to accelerate development with lightning-fast querying and metadata filtering.
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Why Do We Need A Purpose-Built Database For Multimodal Data? 📊 There are various architectural complexities of managing varied data types like text, images, videos, and this article explains why current solutions are not enough. 🔗
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🔹 Personalized Recommendations: Utilize advanced AI models to deliver visually appealing product suggestions, increasing engagement and sales.
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3/ 📧Reach out to us here or team@aperturedata.io to build more sophisticated pipelines on top of ApertureDB. #DataAnalytics #DataScience #MachineLearning. /fin.
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ApertureDB streamlines handling of images, videos, and more, integrating seamlessly with ML workflows. Its unified API and ACID transaction support make it an essential tool for anyone in computer vision or machine learning. Try it for free:
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Multimodal data doesn't have to be a headache 😵💫 Let ApertureDB take the pain out of your data management 😎
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📊 Experience the powerful database capabilities of ApertureDB firsthand and see how it transforms your data management and analysis. No setup required, just pure exploration.
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Hear from our founder @vishakha041 at this AICamp event at the GitHub office in SF: She will dive into the growing world of #vectordatabase and bring some customer use case experiences to evaluate how well they work with #multimodal data📽.
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🚀 What if there was a way to handle these operations more efficiently? Imagine a database designed for the specific needs of data engineers and scientists, where complex data operations are integrated seamlessly, reducing both costs and compute strain.
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ApertureData is one of the Hot Data Tools to help manage visual data for data science. Give it a try here: Thanks @petesoder in @TDataScience
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2/ 🎯 Checkout a short example of how ApertureDB simplifies the storage and search across this data: .
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Here’s why ML engineers at companies like @GetZippin and @badgertech love ApertureDB:. 🔸 Visual Data Backend + UI: Navigate and manage your data visually. Our intuitive user interface lets you easily inspect your data… no ID mapping necessary. /1.
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@GetZippin @badgertech 🔸 Highly Scalable Graph Database: Our graph database is memory-optimized, allowing you to effortlessly create, query, and manage interconnected datasets and do advanced filtering on metadata without sacrificing performance. /2.
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It's been a summer of learning for us with the founder roundtables, mentoring, business development, and investor insights. Thank you @nbsteel @CMUSwartzCenter, our cohort founders, CMU alumni, and mentors who put in so much time to talk to us.
If you missed @CMUSwartzCenter VentureBridge 2020 demo day, we are releasing the recording to showcase our prized @CarnegieMellon innovators. We hope many of become customers, cheerleaders, industry partners. #founders.
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📦 Real-time stock updates and warnings ensure shelves stay replenished. 🛒 AI-powered systems reduce wait times, enhancing the in-store experience. 🌐 Visual AI optimizes online interactions, tailoring experiences to boost customer engagement and sales. /2.
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@sambhavdixitpro That’s great to hear. We convert data to a different format if our users want that. Otherwise it stays in original. Tiff is one of the supported image formats already. Want to try the docker / hosted datasets on ?.
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Jump straight into analyzing and managing data with zero preparation time, and witness ApertureDB in action 🚀. 🔗 Try ApertureDB for Free:
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Curious about ApertureDB? Our free trial now comes with preloaded datasets, making it easier than ever to test drive our next-gen multimodal AI database ✅ . 🔗 Try ApertureDB for Free:
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#mlops20 addressed why running ML in production is hard. We presented how ApertureDB reduces deployment time by 6-9 months for complex visual applications. Our talk: Try ApertureDB with pre-loaded #visualdata: @globalWIC
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Some other awesome speakers to hear at this event - Fabian Baier , James Le, and Apoorva Jaiswal. 🙂 Thank you Bill Liu and Sonam Gupta.
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The #VentureBridgeDemoDay is fast approaching and free to register! Sign up to watch @ApertureData (and the other amazing startups) pitch on Tuesday, September 15th. #femalefounders #SheSoars #WomenInTechnology.@LeslieFeinzaig @womenincloud.
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And yet, that was the option until @ApertureData .Check out ApertureData's founder @vishakha041 's awesome talk at @DataCouncilAI . @navrinasingh @GlobalWIC @nbsteel @2point19 @WomenWhoTech #DataScience #Database #MachineLearning.
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@BadgerSolutions, a retail automation company that utilizes multipurpose robots for smart shelf scanning uses ApertureDB to enhance vector search performance on their library of embeddings, achieving a 2.5x improvement in query speed in production. 📈.
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Our founders explain the need for a special database for visual data and discuss our approach @DataCouncilAI AI products session: #MachineLearning #BigData #ML #database #visual.
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Quite the audience at the meetup. Thank you for the opportunity @ChiefScientist. Great talk from @yakticus on Meta flow.
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🔄 Streamline labeling tasks across multiple media types. 💡 Organize, synchronize, and make your data searchable effortlessly with ApertureDB. 🌐 Flexibility in your pipeline: Use ApertureDB as a source or destination for data. 🔗 Learn More:
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Excited to talk about @ApertureData as one of 15 emerging startups in AI during the tech showcase at #VBTransform next week. Thank you @hessiejones for the opportunity and help.
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As we build the ecosystem around VDMS within @ApertureData, we will connect to Spark and other ML processing frameworks, simplifying things for data scientists who can focus on application problems while we manage their data infrastructure.
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For a specific example of how our customers benefit, take a look at the case study with Badger Technologies and how they scale their retail analytics with ApertureDB. Full article: #nrf2024 #retailanalytics #datascience #datamanagement #dataengineering.
Our latest blog post, "Transforming Retail and Ecommerce with Multimodal AI," dives into its game-changing impact on smart retail efforts. Full article: 📆 Will you be at #NRF2024 ? Let's chat to see how @ApertureData can help!
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🔹 Shopper Behavior Insights: Leverage AI-driven analytics to understand and improve customer interactions and shopping experiences.
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🔹 Enhanced Inventory Management: Automated systems using ApertureDB ensure products are accurately placed and priced, enhancing operational efficiency.
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