TPU

AI Natural Language Processing

Transformers for Image Recognition at Scale

Yannic Kilcher explains why transformers are ruining convolutions. This paper, under review at ICLR, shows that given enough data, a standard Transformer can outperform Convolutional Neural Networks in image recognition tasks, which are classically tasks where CNNs excel. In this Video, I explain the architecture of the Vision Transformer (ViT), the reason why it works […]

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A Beginner’s Guide To TPUs
TensorFlow

A Beginner’s Guide To TPUs

Google introduced Tensor Processing Units or TPUs in four years ago. TPUs, unlike GPUs, were custom-designed to deal with operations such as matrix multiplications in neural network training. Here’s a great beginner’s guide to the technology. Google TPUs can be accessed in two forms — cloud TPU and edge TPU. Cloud TPUs can be accessed […]

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Covid Pandemic Maker

3D Printed Respirator Face Mask

I love the innovation and passion shown by the 3D printing and maker community during the pandemic. The 3D Handyman shows you how to make a respirator with a Food-Safe 100% Silicone seal for about $2.75 in materials. Be sure to read his safety information.

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Edge TPU live demo: Coral Dev Board & Microcontrollers (TF Dev Summit '19)
IoT Machine Learning TensorFlow

Edge TPU Live Demo from TF Dev Summit

In this video, watch a live demo of the Coral Dev Board, a development board to quickly prototype on-device ML products. 

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