Cats in my Pocket
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Cats in my Pocket

Deep learning image-to-image translation on a low-powered Pocket Chip

Artificial Intelligence, Internet of Things

Description

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

Gallery

Shb9wjmv

Daniel W. added photos to project Cats in my Pocket

Medium 22834319 8329 48f1 a53f 9a3310e1a1e9

Cats in my Pocket

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

Shb9wjmv

Daniel W. added photos to project Cats in my Pocket

Medium 64c84e7e d96c 4e5c 853f a3a39478e502

Cats in my Pocket

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

Medium shb9wjmv

Daniel W. created project Cats in my Pocket

Medium 64c84e7e d96c 4e5c 853f a3a39478e502

Cats in my Pocket

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

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David Fan

Computer science student at Case Western Reserve University

1576 E 115th St #317a, Los Angeles, CA 90059, USA

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Tushar Sharma

I love doing something challenging. My current interest is on IoT and Machine Learning.

Mohini Rd, Dalanwala, Dehradun, Uttarakhand 248001, India

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Benjamin Akera

Researcher, developer and Machine Learning enthusiast. Striving to use data science to help solve problems in Uganda and Africa in general.

Kampala, Uganda

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MANOJ T M

Manipal, Karnataka, India

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Shivansh Sharma

I am a person with full of imagination and creativity . I like to explore new things as they give me the opportunity to learn more. I personally believe that one should never stop learning, no matter how old you are!

Jalandhar, Punjab, India

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Pavan Budihala Nagaraja

I am graduate student from University of Cincinnati.

1937 Dixie Hwy, Fort Wright, KY 41011, USA

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