Close Menu
TechBrunchTechBrunch
  • Home
  • AI
  • Apps
  • Crypto
  • Security
  • Startups
  • TechCrunch
  • Venture

Subscribe to Updates

Subscribe to our newsletter and never miss our latest news

Subscribe my Newsletter for New Posts & tips Let's stay updated!

What's Hot

Sarah Smith launches a $16 million fund and says AI can “unlock” for solo GPS like herself

July 11, 2025

Medium CEO explains what it takes to stop losing $2.6 million a month

July 11, 2025

CISA confirms that hackers are actively taking advantage of the critical “Citrix Bleed 2” bug

July 11, 2025
Facebook X (Twitter) Instagram
TechBrunchTechBrunch
  • Home
  • AI

    OpenAI seeks to extend human lifespans with the help of longevity startups

    January 17, 2025

    Farewell to the $200 million woolly mammoth and TikTok

    January 17, 2025

    Nord Security founder launches Nexos.ai to help enterprises move AI projects from pilot to production

    January 17, 2025

    Data proves it remains difficult for startups to raise capital, even though VCs invested $75 billion in the fourth quarter

    January 16, 2025

    Apple suspends AI notification summaries for news after generating false alerts

    January 16, 2025
  • Apps

    Belkin will no longer support most WEMO devices and their WEMO apps

    July 10, 2025

    Mockly has actually created a fake DM generator that is user-friendly

    July 10, 2025

    YouTube removes its trending pages and now trend list

    July 10, 2025

    As X loses CEO, daily use is decreasing and competition is growing

    July 10, 2025

    Google adds inter-image generation capabilities to VEO 3

    July 10, 2025
  • Crypto

    Bitcoin surpasses $118K at the second highest high in 24 hours

    July 11, 2025

    Vitalik Buterin reserves for Sam Altman's global project

    June 28, 2025

    Calci will close a $185 million round as rival Polymeruk reportedly seeks $200 million

    June 25, 2025

    Stablecoin Evangelist: Katie Haun's Battle of Digital Dollars

    June 22, 2025

    Hackers steal and destroy millions of Iran's biggest crypto exchanges

    June 18, 2025
  • Security

    CISA confirms that hackers are actively taking advantage of the critical “Citrix Bleed 2” bug

    July 11, 2025

    AI chatbot's simple “123456” password was at risk of revealing personal data from millions of McDonald's job seekers

    July 11, 2025

    French police arrest Russian basketball player accused of ransomware: Report

    July 10, 2025

    Authorities arrest four hackers related to UK retail hacking

    July 10, 2025

    Jack Dorsey says his “safe” new bitchat app hasn't been tested for security

    July 9, 2025
  • Startups

    7 days left: Founders and VCs save over $300 on all stage passes

    March 24, 2025

    AI chip startup Furiosaai reportedly rejecting $800 million acquisition offer from Meta

    March 24, 2025

    20 Hottest Open Source Startups of 2024

    March 22, 2025

    Andrill may build a weapons factory in the UK

    March 21, 2025

    Startup Weekly: Wiz bets paid off at M&A Rich Week

    March 21, 2025
  • TechCrunch

    OpenSea takes a long-term view with a focus on UX despite NFT sales remaining low

    February 8, 2024

    AI will save software companies' growth dreams

    February 8, 2024

    B2B and B2C are not about who buys, but how you sell

    February 5, 2024

    It's time for venture capital to break away from fast fashion

    February 3, 2024

    a16z's Chris Dixon believes it's time to focus on blockchain use cases rather than speculation

    February 2, 2024
  • Venture

    Sarah Smith launches a $16 million fund and says AI can “unlock” for solo GPS like herself

    July 11, 2025

    Medium CEO explains what it takes to stop losing $2.6 million a month

    July 11, 2025

    All stages in Boston and 4 days until lowest ticket prices disappear

    July 11, 2025

    Learn how to raise seed rounds from top VCS in 2025

    July 10, 2025

    Save up to $475 for 5 days to all stages before prices rise

    July 10, 2025
TechBrunchTechBrunch

How Advex creates synthetic data to improve machine vision for manufacturers

TechBrunchBy TechBrunchOctober 28, 20245 Mins Read
Facebook Twitter Pinterest Telegram LinkedIn Tumblr WhatsApp Email
Share
Facebook Twitter LinkedIn Pinterest Telegram Email


Data is almost everything when it comes to training AI systems, but accessing enough data to produce high-quality products that live up to their promises is a challenge for even the most well-funded companies.

Advex AI is the problem that Advex AI seeks to address by using generative AI and synthetic data to “solve data problems.” More specifically, Advex allows customers to train computer vision systems using small samples of images, from which Advex generates thousands of “fake” images.

Today we announced that Advex will officially launch on the Startup Battlefield stage at TechCrunch Disrupt 2024, but Advex has already secured a handful of customers in the stealth stage. This includes what the company calls its “seven largest” corporate customers, which it is not at liberty to reveal publicly. TechCrunch can also reveal that the San Francisco-based startup has raised $3.6 million in funding, the majority of which was raised through a $3.1 million seed tranche last December, and with Construct Capital. , Pear VC, and Laurene Powell Jobs' Emerson Collective.

CEO Pedro Pachuca founded Advex with CTO and co-founder Qasim Wani a little more than a year ago. The company has 6 employees. It's remarkable that such a sophisticated startup is entering the industry with real paying customers already, and Pachuca owes that, at least in part, to his background and good old-fashioned connections. It is said that this is due to the construction and cold contact. In fact, Pachuca was previously a machine learning researcher at Berkeley and later joined the research team at Google Brain before it was merged with DeepMind.

“If the ROI is [return on investment] Of course they would. [customers] Please have some faith in us,” Pachuca said. “I've done a lot of research in this field, and being at Google Brain before gave me a little bit of credibility. But it started with cold emails, and that's what gave us My first two big clients were conferences. So I go to conferences a lot!”

Immediately after finishing his interview with TechCrunch, Pachuca is heading to Europe to attend various conferences, including the European Conference on Computer Vision (ECCV) in Milan (Italy) and Vision in Stuttgart (Germany). I was scheduled to attend a conference.

“There are a lot of conferences happening in Europe,” Pachuca said. “Basically, we are going to ECCV to learn and hire,” Pachuca added. “And the vision is more on the industrial side, so we're there to sell.”

Potential customers include traditional developers of machine vision systems, like Cognex and Keyence, who are looking to enhance their products with better AI. But on the other hand, Advex may sell directly to end-user companies, such as automakers and logistics companies, who are building their own in-house tools.

For example, an automaker may need to train computer vision systems to recognize defects in car seat materials. But even if a company has access to hundreds of individual images, the reality is that no two defects look the same. Instead, manufacturers upload a dozen or so photos of torn sheets, from which Advex extrapolates to generate thousands of photos of “defective” sheets, providing a broader and more diverse set of training data. You can build a pool.

The same is true for almost every manufacturing sector, from oil and gas to wooden furniture. It's all about reducing data collection time and cost by artificially creating training images.

Synthetic image generation of resin defects in woodSynthetic image generation of resin defects in wood. Image credit:Advex

Synthetic data is, of course, not a new concept, but as the AI ​​revolution is in full swing, companies are looking to fill the data gap. This includes areas such as market research and computers where research samples may be too small. This is the kind of vision we're seeing at companies like Advex, among other VC-backed startups like Synthesis AI and Parallel Domain.

There are two main types of models handled by Advex. The models deployed on the customer's site, trained by the customer's own images, are just standard, off-the-shelf “open source stuff,” as Pachuca puts it. “That's because they need to be small. And I don't think the benefit comes from the architecture of the model. The benefit comes from training it on the right data,” he said.

But the real secret sauce lies in the company's proprietary diffusion model, similar to the likes of Midjourney and Dall-E, which is used to create synthetic data. “It's custom, it's very complex, and that's what we're all about,” Pachuca added.

While Advex's focus on manufacturing is one way it differentiates itself, it's actually its pervasive model approach that it believes sets it apart.

Compared to other simulation and modeling techniques tailored to game/physics engines (such as Unity), Pachuca says Diffusion requires no setup and takes just a few seconds to generate each image-label pair. It means something, and even states that it is much closer. to real data.

“We're not just creating images, we're creating images that you don't have. Specifically, we're trying to understand what's missing and let's create it.” ,” Pachuca said. “And this 'what's missing' part is very difficult and very invisible, but it's one of the biggest innovations we've made.”



Source link

Share. Facebook Twitter Pinterest LinkedIn Tumblr Email

Related Posts

OpenAI seeks to extend human lifespans with the help of longevity startups

January 17, 2025

Farewell to the $200 million woolly mammoth and TikTok

January 17, 2025

Nord Security founder launches Nexos.ai to help enterprises move AI projects from pilot to production

January 17, 2025

Data proves it remains difficult for startups to raise capital, even though VCs invested $75 billion in the fourth quarter

January 16, 2025

Apple suspends AI notification summaries for news after generating false alerts

January 16, 2025

Nvidia releases more tools and guardrails to help enterprises adopt AI agents

January 16, 2025

Leave A Reply Cancel Reply

Top Reviews
Editors Picks

7 days left: Founders and VCs save over $300 on all stage passes

March 24, 2025

AI chip startup Furiosaai reportedly rejecting $800 million acquisition offer from Meta

March 24, 2025

20 Hottest Open Source Startups of 2024

March 22, 2025

Andrill may build a weapons factory in the UK

March 21, 2025
About Us
About Us

Welcome to Tech Brunch, your go-to destination for cutting-edge insights, news, and analysis in the fields of Artificial Intelligence (AI), Cryptocurrency, Technology, and Startups. At Tech Brunch, we are passionate about exploring the latest trends, innovations, and developments shaping the future of these dynamic industries.

Our Picks

Sarah Smith launches a $16 million fund and says AI can “unlock” for solo GPS like herself

July 11, 2025

Medium CEO explains what it takes to stop losing $2.6 million a month

July 11, 2025

CISA confirms that hackers are actively taking advantage of the critical “Citrix Bleed 2” bug

July 11, 2025

Subscribe to Updates

Subscribe to our newsletter and never miss our latest news

Subscribe my Newsletter for New Posts & tips Let's stay updated!

© 2025 TechBrunch. Designed by TechBrunch.
  • Home
  • About Tech Brunch
  • Advertise with Tech Brunch
  • Contact us
  • DMCA Notice
  • Privacy Policy
  • Terms of Use

Type above and press Enter to search. Press Esc to cancel.