• Welcome to TeraDeep

    we give vision to machines

  • Fast & Low-power

    what will you do when your machine can see?

    when it can hear, see, sense?

  • one device to rule them all

    From servers to mobiles,

    from the cloud to your hands:

    one TeraDeep device!

TeraDeep’s low-power high-performance computing modules enable real-time analysis including visual scene understanding, content tagging, object detection of videos, images, audio, speech.

And we are often in the news:

Meet our processor: nn-X

Currently cellular-phones, mobile and wearable devices are not able to perceive the world as you do. They lack the computational power and efficiency to perform scene understanding. But do not worry! TeraDeep is here to help. See this video for more details:

nn-X is our answer to this problem: a vision system for mobile phones, embedded system, mobile computers. Fast and low-power, can enable mobile device to see, hear, perceive all day long on one battery charge!

Main Features

These are some of TeraDeep Great Features. Explore the possibilities...

Fast: Trillion operations-per-second

Scaling from hundreds of Giga to Tera ops/s

Ultra low-power

Run on batteries all day, consume less than transmitting data to the cloud

Best for mobiles

The highest performance per watt of electrical power in the industry

Embedded

An co-processor built for embedded systems: minimal memory usage, minimal silicon area

One device to rule them all!

One nn-X, one software developement kit for all your devices: from servers to cell-phones to tablets to laptops

Scalability

Built for scalability: paramatrized to give you the performance you need in every application

Are You Ready To Give Vision to Your Machines?

What will you do when your machine can see? When all your users will be able to create and invent new applications that can understand the environment around the device? What dreams will they be able to accomplish? By giving vision to computers, the sky is the limit!

See the magic

Our Technology

We use the latest machine-learning algorithms with efficient implementation in software and hardware. Our main scientific tool are multi-layered neural networks.

These network are composed of multiple layers of processing. Each layer performs:feature extraction by matching image patches with filter templates, reduce the resolution of the image, perform non-linear operations

The sequence of multiple layers of this neural network allows to compress images into short code-words that can then be used for recognition or for retrieval of targets of interest. We are experienced in training deep network with the latest supervised and unsupervised algorithms. When data is plentiful, we can provide superlative results in precision by using supervised techniques. In case data is scarce or not existent we use unsupervised training. This is the case for tracking of novel objects and object parts, and also for identifying new objects of interest.

We use field-programmable-gate-arrays (FPGA) and microchip technologies to implement fast neural networks in custom hardware. Our implementation is several tens of times faster than conventional high-end laptop computers, and are as fast as mobile graphic cards. Power usage is more than 10 times lower than commercial processors.

Our technology has been tested against a large variety of mobile and desktop devices, with more than 80x advantage in performance per watt. The figure above shows our FPGA implementation of nn-X outperforming all recent SoC devices. An SoC version of nn-X would provide an additional 10x improvement!

Our systems runs on open-source software Torch, developed by Ronan Collobert and others. We are proud to use open-source software, and even more proud to be able to give back to the open-source community every time we develop generic code and systems that can be easily shared and improved upon.

Our Services

Have you ever wondered why machines are not useful in our every-day life? We think it is because they are not able to perceive the world the same way we do. We develop efficient artificial brains that allow mobile devices to sense the environment in the same way we do, so that we can use them to automatically understand their environment, images, videos, speech, audio and any other complex signal.

Built for performance and low-power

TeraDeep is the number 1 world-expert in adapting deep learning to ARM-based platforms, by means of custom hardware accelerators. These system surpass CPUs and GPUs in performance per watt

embedded and large-scale deployments

Very few companies in the world have a in-depth knowledge of machine learning at large scale, and at the same time know how to optimize these complex systems into mobile and embedded devices

deep learning and neural networks for vision

At TeraDeep we have many years of experience with state-of-the-art software solution for the use of deep learning in large collections of images, videos, data

big-data machine learning algorithms and hardware

We have the experience to scale the performance of the software from 100s of Giga-flops to several Tera-Flops using graphical processors and GPUs

We can do all this for you:

We consult, design, develop, test embedded hardware modules and server modules that can efficiently compress images and videos into tags in real-time. These tags are used to define the context and the environment around the data.

We provide services and consultation on the application of embedded vision systems, vision accelerators, big-data machine learning and deployment for understanding and categorizing images and videos.

  • Research & Analysis

  • Design

  • Development

  • Testing

  • Deployment

Our Portfolio

We are proud of what we do. This is just an example of the applications we can enable with nn-X:

Road-Net autonomous driving

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This is another cool project

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Listen to the music of Sonor!

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Meet the Team

We are a strong team with all the skills needed: computer architecture, machine-learning, operating systems, software libraries, end-user applications. See who creates the magic:

Eugenio Culurciello

Leader & Founder

Has been at circuits since he could hold a soldering iron. He has been in college and universities, before. Now he wants to give vision to machines

Didier Lacroix

Business Leader & Founder

A wizard in business, a serial success story. He wants machines to sense the world and use their neurons!

Berin Martini

Lead System Designer

Codes in his sleep. Has been in college, and universities, and now decided to change the world

Clement Farabet

Consultant

Is a consultant to TeraDeep that knows technology in depth and has produced tera-results

Yann LeCun

Consultant

Is a consultant and one of the world leaders in machine-learning and neural networks

Aysegul Dundar, Vinayak Gokhale, Jonghoon Jin, Bharadwaj Krishnamurthy, Alfredo Canziani

Developers

Our talented team of developers and engineers

We Got Skills

We don't just say we can do it. We were born to give vision to machines!
We own machine-learning, neural networks, embedded system, computer design, embedded applications.
We are the only team in the world with this unique skills.

Computer design

Machine Learning

Embedded Libraries

Embedded Applications

Latest News

Our technology makes continuous breakthroughs. See a list of accomplishments:

July 2014

15

Tue

TeraDeep is one of 60 Hot Startups to Watch!

TeraDeep is on the list of "EE Times Silicon 60: Hot Startups to Watch" EE Times We have also been mentioned in: electronics360.

April 2014

7

Mon

nn-X is Featured

Our nn-X vision system has been featured on Business Insider, Usa Today, on 18WLFI TV, Phys org, the Engineer, Imperial Valley News, Purdue News, Phone Arena, Hoosier AG Today, CN beta, to name a few!

March 2014

10

Mon

Deep Learning is the best!

A new research paper shows how TeraDeep technology is the best out there: "It can be concluded that from now on, deep learning with CNN has to be considered as the primary candidate in essentially any visual recognition task.

January 2014

6

Mon

nn-X in the news!

Our nn-X vision system, presented at NIPS 2013, has been featured on the MIT Technology Review, on BBC, FierceWireless, and more!

Read our Blog

Keep in Touch

Are you ready to give vision to your machines? Give us a call or drop us a line.

Headquarters:

2040 Martin Avenue, Santa Clara, CA 95050

Engineering Offices:

3728 Capilano Drive, West Lafayette IN 47906

Send a mail

info@teradeep.com

Call us

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Drop us a line

Drop us a line and we will give vision to your machines.