3D Printing
News Videos Newsletter Contact us
Home / News / Inkbit Printers Employ Machine Learning & Machine Vision
qidi

Inkbit Printers Employ Machine Learning & Machine Vision

June 4, 2019

MIT’s Inkbit start-up is using machine learning to produce designs previously deemed impossible. The use of machine learning and machine vision allow the printer to monitor and correct prints at incredible accuracies. It also allows for novel materials and contactless printing without rollers and scrapers.

“The company was born out of the idea of endowing a 3-D printer with eyes and brains,” says Inkbit co-founder and CEO Davide Marini. “Our machine is the first one that can learn the properties of a material and predict its behavior. I believe it will be transformative, because it will enable anyone to go from an idea to a usable product extremely quickly. It opens up business opportunities for everyone.”

inkbit examples

Inkbit’s Printers use a vision system to comprehensively scans each layer of the object it is printing to correct errors in real-time. Simultaneously, the machine learning system utilises this information to predict warping of materials and boost the accuracy of the final products. The company claims its machines can print more flexible materials at higher accuracies than other printers.

Machine Learning & Additive Manufacturing

https://youtu.be/FQe2Q3W2ETQ

Another advantage of the machine learning is its ability to adapt to versatile situations. For example, with objects such as computer chips or similar electronics, the machine can precisely print materials around it. The AI can thus work around parts, creating things like casings and packaging. It can even keep a digital replica that can be used for quality assurance, once the print is complete.

Related Story
LLNL Using Machine Learning to Improve 3D Printing

Inkbit’s printers are still in the early stage, with currently has just one operational production-grade printer. However, the company will start selling printed products later this year. They have already started a pilot program with Johnson and Johnson. It’s easy to see why industrial partners may be interested in Inkbit’s technology.

In particular, the machine learning and accuracy these printers provide can allow their industrial partners to print some very difficult to print materials. Silicone or high-temperature materials like epoxy are often prone to clogging, but not with this printer. Machine-vision and machine-learning systems provide constant correction and further expand the range of materials the company is able to print by removing the rollers and scrapers used by some other printers to ensure precision. As they tend to jam in conjunction with difficult-to-print materials, this arrangement prevents such errors.

Inkbit’s current industrial printer uses 16 print heads to create multimaterial parts. The machine also uses a contactless inkjet design means increasing the size of later iterations will be as simple as expanding the print block. A proprietary system for mixing two materials before printing will be available on the printers Inkbit ships next year.

Featured image and video Courtesy of Inkbit.

Share:
WhatsApp Twitter Facebook LinkedIn Buffer Reddit E-mail
Join our newsletter

Our newsletter is free & you can unsubscribe any time.

Latest posts

Singapore Startup Creates Limited Edition 3D-Printed Collectibles from Recycled Plastic Bottles

Singapore-based startup Unigons has launched a limited collection of 3D-printed Merlion figurines made from recycled plastic bottles. The company produced 60 pieces of... read more »

News
Singapore Startup Creates Limited Edition 3D-Printed Collectibles from Recycled Plastic Bottles

Designer Uses Robotic 3D Printing to Create Dual-Purpose Dog Furniture

Designer Liam de la Bedoyere has developed the Dog Hut Side Table, a piece of furniture that combines a resting space for dogs... read more »

News
Designer Uses Robotic 3D Printing to Create Dual-Purpose Dog Furniture

Scientists 3D Print Solar-Powered Sponge for Seawater Desalination

Researchers have developed a 3D-printed aerogel material that uses sunlight to convert seawater into drinking water. The sponge-like structure contains microscopic vertical channels... read more »

News

Revopoint Launches Major Prime Event 2025 Sale with Up to 40% Off 3D Scanners and Accessories

Revopoint is kicking off its Prime Event 2025 with a series of major discounts on its range of professional 3D scanners and accessories.... read more »

News

Turkish Companies Test 3D Printed Component for Armored Vehicles

MetalWorm and Nurol Makina, both based in Ankara, Turkey, have completed testing of an armored vehicle component manufactured using Directed Energy Deposition (DED)... read more »

3D Printing Metal
Turkish Companies Test 3D Printed Component for Armored Vehicles

McGill Spinout Uses 3D Bioprinting to Create Tumors for Smarter Cancer Treatments

TissueTinker, a McGill University spinout company, has developed 3D bioprinting technology to create miniaturized tumor models for cancer drug testing. The company recently... read more »

Medical
McGill Spinout Uses 3D Bioprinting to Create Tumors for Smarter Cancer Treatments

University of Twente Awarded €13.6M for Research in Circular 3D Printing and Transparent AI

The University of Twente has received €13.6 million in funding from the 2024 NWA ORC program to lead two research projects focused on... read more »

News
University of Twente Awarded €13.6M for Research in Circular 3D Printing and Transparent AI

China’s 3D Printed Micro Turbojet Engine Completes Maiden Flight

The Aero Engine Corporation of China (AECC) has successfully completed the first flight test of its 3D-printed micro turbojet engine in Inner Mongolia... read more »

Aerospace
China's 3D Printed Micro Turbojet Engine Completes Maiden Flight

Laser-Assisted Cold Spray Technology Enhances Material Deposition Process

Researchers at the University of Cambridge's Center for Industrial Photonics have developed a new additive manufacturing technique called laser-assisted cold spray (LACS). The... read more »

3D Printing Metal
Laser-Assisted Cold Spray Technology Enhances Material Deposition Process

Social

  • Facebook Facebook 3D Printing
  • Linkedin Linkedin 3D Printing
Join our newsletter

Our newsletter is free & you can unsubscribe any time.

Featured Industries

  • Automotive
  • Aerospace
  • Construction
  • Dental
  • Environmental
  • Electronics
  • Fashion
  • Medical
  • Military
  • QIDI Plus4

    • - Print size: 305 x 305 x 280 mm
    • - print temperature of 370°C
    More details »
    $799.00 QIDI Store
    Buy Now
  • QIDI Tech Q1 Pro

    • - Print size: 245 x 245 x 245 mm
    • - 600mm/s max speed
    More details »
    $449.00 QIDI Store
    Buy Now
  • QIDI Tech X-Max 3

    • - Print size: 325 x 325 x 315 mm
    • - fully enclosed
    More details »
    $799.00 QIDI Store
    Buy Now
  • Snapmaker Artisan Premium 3-in-1

    • - Print size: 400 x 400 x 400 mm
    • - comes with enclosure
    More details »
    $2,999.00 Snapmaker
    Buy Now

Company Information

  • What is 3D Printing?
  • Contact us
  • Join our mailing list
  • Advertise with us
  • Media Kit
  • Nederland 3D Printing

Blog

  • Latest News
  • Use Cases
  • Reviews
  • 3D Printers
  • 3D Printing Metal

Featured Reviews

  • Anycubic Photon Mono M5s
  • Creality Ender 5 S1
  • The Mole 3D Scanner
  • Flashforge Creator 3 Pro

Featured Industries

  • Automotive
  • Aerospace
  • Construction
  • Dental
  • Environmental
  • Electronics
  • Medical
  • Military
  • Fashion
  • Art
2025 — Strikwerda en Dehue
  • Home
  • Join our mailing list
  • Contact us
Blog
  • Latest News
  • Use Cases
  • Reviews
  • 3D Printers
  • 3D Printing Metal
Featured Industries
  • Automotive
  • Aerospace
  • Construction
  • Dental
  • Environmental
  • Electronics
  • Medical
  • Military
  • Fashion
  • Art
Company Information
  • What is 3D Printing?
  • Contact us
  • Join our mailing list
  • Advertise with us
  • Media Kit
  • Nederland 3D Printing