Ceramics - the humble mix of earth, fire and artistry - have been part of a global conversation for millennia.
From Tang Dynasty trade routes to Renaissance palaces, from museum vitrines to high-stakes auction floors, they've carried culture across borders, evolving into status symbols, commodities and pieces of contested history. Their value has been shaped by aesthetics and economics, empire and, now, technology.
This figure visualizes 20 representative Chinese ceramic craftsmanship styles across seven historical periods, ranging from the Tang Dynasty (618-907 AD) to the Modern era (1913-2025). These styles, including kiln-specific categories and decorative techniques, were selected for their historical significance and visual distinctiveness for the AI's training dataset. Courtesy of Yanfeng Hu, Siqi Wu, Zhuoran Ma and Si Cheng. In a lab at University Putra Malaysia, that legacy meets silicon. Researchers there, alongside colleagues at UNSW Sydney, have built an AI system that can classify Chinese ceramics and predict their value with uncanny precision. The tool uses deep learning to analyze decorative motifs, shapes and kiln-specific craftsmanship. It predicts price categories based on real auction data from institutions like Sotheby's and Christie's, achieving test accuracy as high as 99%.
Beyond form, the AI also analyzes the intricate decorative patterns found on Chinese ceramics, which are organized into six major categories: plant patterns, animal motifs, landscapes, human figures, crackled glaze patterns and geometric designs. The system annotates images at the category level based on the most visually dominant pattern types. Courtesy of Yanfeng Hu, Siqi Wu, Zhuoran Ma, and Si Cheng. It's all powered by an NVIDIA GeForce RTX 3090, a consumer-grade GPU beloved by gamers, explains Siqi Wu, one of the researchers behind the project. Not a data center, not specialized industrial hardware, just the same chip pushing frame rates for gamers enjoying Cyberpunk 2077 and Alan Wake 2 across the world.
The motivation is as old as the trade routes those ceramics once traveled: access, but in this case, access to expertise rather than material goods.
The AI system employs a typological classification system for ceramic vessel shapes, based on modular morphological parts like the bottle neck, handle, shoulder, spout, body and base. This approach allows for detailed analysis and classification of shapes such as bottles, jars, plates, bowls, cups, pots and washbasins. Courtesy of Yanfeng Hu, Siqi Wu, Zhuoran Ma and Si Cheng. Artifact pricing and dating still heavily rely on expert judgment, Wu said. That expertise remains elusive for younger collectors, smaller institutions and digital archive projects. Wu's team aims to change that by making cultural appraisal more objective, scalable and accessible to a wider audience.
It doesn't stop at classification. The system pairs its YOLOv11-based detection model with an algorithm that learned market value directly from years of real-world auction results. In one test, the AI assessed a Ming Dynasty artifact at roughly 30% below its final hammer price. It's a reminder that even in an industry steeped in tradition, algorithms can offer new perspectives.
Those perspectives don't just quantify heritage, they extend the conversation. The team is already exploring AI for other forms of cultural visual heritage, from Cantonese opera costumes to historical murals.
For now, a graphics card built for gaming is parsing centuries of craftsmanship and entering one of the world's oldest and most global debates: what makes something valuable?
Most recent headlines
06/10/2025
France T l visions, France's leading broadcaster, has received the 2025 EBU ...
04/09/2025
Monumental Sports & Entertainment (MSE), in collaboration with Dalet, has been a...
07/08/2025
July 8 2025, 22:30 (PDT) Tata Motors & Dolby Bring Dolby Atmos to Harrier.ev, R...
11/07/2025
PARK CITY, UTAH, July 11, 2025 - The nonprofit Sundance Institute announced today the 11 producers chosen for its annual Producers Labs, returning to Ucross Fou...
11/07/2025
If you've ever wondered what might be playing in Clark Kent's headphones...
11/07/2025
L3Harris Technologies President of Intelligence, Surveillance and Reconnaissance Jason Lambert and General Manager of L3Harris Waco facility Sean Ling held a ce...
11/07/2025
ARLINGTON, Va. WETA, the flagship public media station in the national capital area, has launched WETA+, a new streaming service tailored for the local Washingt...
11/07/2025
The Federal Communications Commission has emerged as one of the central players in the broadcast TV landscape in 2025, with its deregulatory policies sparking h...
11/07/2025
Calrec will introduce usability, customization and system enhancements across its entire range of Argo consoles during IBC2025, Sept. 12-15, at the RAI Amsterda...
11/07/2025
LONDON Encompass Digital Media said it will support live and on-demand viewing of the 2025 FIFA Club World Cup across multiple global regions for sports enterta...
11/07/2025
Two-thirds of broadcast engineers reaped the benefits of a pay raise within the last year....
11/07/2025
CARY, N.C. SmallHD has launched the Quantum 27, a new 26.5-inch Quantum-Dot OLED monitor designed to deliver postproduction image quality in a compact, set-frie...
11/07/2025
The Federal Communications Commission's Enforcement Bureau and Tegna have entered into a consent decree that will settle an investigation into the accidenta...
11/07/2025
WASHINGTON Following news in early July that Paramount had settled President Donald Trump's lawsuit, Sens. Edward J. Markey (D-Mass.) and Ben Ray Luj n (D-N...
11/07/2025
Model/Actriz Performs Lead Single Cinderella on The Late Show with Stephen Colbe...
11/07/2025
Behind the Mic: Amazon Prime Preps for First Season of NBA Action; MSG Networks ...
11/07/2025
SVG New Sponsor Spotlight: Suite Studios' Craig Hering on Adapting to Client...
11/07/2025
2025 SVG Content Management Forum Breaks Down AI's Impact, Continued Transit...
11/07/2025
A Journey HOME: University of Nebraska's HuskerVision Goes IP Leaders from the HuskerVision and Lawo share their IP learnings By SVG Staff
Friday, July 1...
11/07/2025
CMSI, Remote Picture Labs, Ace ESPN's Cloud-Based Editing Efforts for Wimble...
11/07/2025
Netflix Enters the Live-Boxing-Production Ring for Round 2 With Historic Taylor-...
11/07/2025
Back to All News
Too Hot to Handle: Italy Is Coming on July 18 Only on Netflix
Entertainment
11 July 2025
GlobalItaly
Link copied to clipboard
July 11, 20...
11/07/2025
Back to All News
Netflix Will Release Death Inc. Seasons 1, 2 and 3
Entertainment
11 July 2025
GlobalSpain
Link copied to clipboard
Season 1
Season 2
Se...
11/07/2025
AI and Multimedia Authenticity Standards Collaboration launches two papers to guide the future of AI integration, today at the AI for Good Global Summit
The...
11/07/2025
Ceramics - the humble mix of earth, fire and artistry - have been part of a global conversation for millennia.
From Tang Dynasty trade routes to Renaissance pa...
10/07/2025
The current holder of the prestigious Thomson Foundation Young Journalist of the Year Award has been forced to stop reporting over fears for her safety in Afgha...
10/07/2025
Spotify is turning up the volume on Australian music with a multipronged initiative designed to highlight the dominance of Australian artists on the global stag...
10/07/2025
This is not a drill: Oasis is back on the road-marking its first live performanc...
10/07/2025
The music industry depends on fresh ideas, bold voices, and emerging talent. Yet across the U.K., too many young musicians lack the space to develop their craft...
10/07/2025
NEW YORK - July 10, 2025 - Nielsen, the global leader in audience measurement, data and analytics, today announced that it appointed Richard Pacheco as head of ...
10/07/2025
Local newscasts don't exist in a vacuum. News directors and station management constantly evaluate what's working, what isn't and perhaps most impor...
10/07/2025
Lawo has announced that Stuttgart Media University (Hochschule der Medien, HdM) has comprehensively modernized its central recording studio after selecting an I...
10/07/2025
The Society of Motion Picture and Television Engineers (SMPTE) has opened early-bird registration for the Media Technology Summit, which will take place in a ne...
10/07/2025
NASHVILLE, Tenn. TNDV Television has launched Aspiration 35, a new version of its 40-foot Aspiration truck reimagined for cinematic multicamera productions....
10/07/2025
BURBANK, Calif. Key Code Education, a provider of instructor-led postproduction training, is growing its curriculum with new programs for beginner and intermedi...
10/07/2025
HACKENSACK, N.J. Actus Digital will demonstrate how broadcasters can transform compliance monitoring from a necessary expense into a strategic revenue driver at...
10/07/2025
The Federal Register has published a summary of the Federal Communications Commission's Public Notice seeking comments on its ownership rules that lists a d...
10/07/2025
Back to All News
Netflix Presents the Official Trailer for SuperestarPlay Video
Play Video
Entertainment
10 July 2025
GlobalSpain
Link copied to clipboard...
10/07/2025
In the race to understand our planet's changing climate, speed and accuracy are everything. But today's most widely used climate simulators often strugg...
10/07/2025
As one of the world's largest emerging markets, Indonesia is making strides toward its Golden 2045 Vision - an initiative tapping digital technologies and...
10/07/2025
10 Jul 2025
VEON and Cohen Circle Secure Investor Commitments for Kyivstar Listing Kyiv, New York, Dubai, and Philadelphia - July 10, 2025 - VEON Ltd. (Nasdaq:...
10/07/2025
5G for all? What the DFL's use of Easy5G and RefCam could mean for events in...
10/07/2025
Save the Date: PGA TOUR Studios Welcomes SVG Remote Production Summit on Oct 14-...
10/07/2025
Cloud on the Road: How Remote-Production-Service Providers Are Adapting to a New...
10/07/2025
Seattle Kraken's Ryan Schaber on the NHL Team Taking Live Game Productions I...
10/07/2025
FOX Sports Reboots Small Control Room in Los Angeles as Hub for Vertical-First P...
10/07/2025
SVG Sit-Down: MSE's Zach Leonsis, ViewLift's Rick Allen Go Deep on Joint...
10/07/2025
Thursday 10 July 2025
The Very Small Creatures
Jaime's Treetop Tales
Emerald
BooSnoo! Christmas Mashup
Pip & Posy's Spooktacular Party
The Very Sm...
10/07/2025
Thursday 10 July 2025
Brand new rewards are coming to Sky customers, with free ...
Ceramics - the humble mix of earth, fire and artistry - have been part of a global conversation for millennia.
