CNN Flatten Operation Visualized – Tensor Batch Processing for Deep Learning

Visualize a tensor flatten operation for a single grayscale image, and show how we can flatten specific tensor axes, which is often required with CNNs because we work with batches of inputs opposed to single inputs. Check out the corresponding blog and other resources for…

CNN Tensor Shape Explained – Convolutional Neural Networks and Feature Maps

Convolutional neural networks are artificial neural nets used for image recognition in deep learning. Let’s look at the typical tensor input shape for a CNN. We’ll also introduce input channels, output channels, and feature maps. Check out the corresponding blog and other resources for this…

Generating Ground-Level Images From Overhead Imagery Using GANs with Yi Zhu – TWiML Talk #172

Today we’re joined by Yi Zhu, a PhD candidate at UC Merced focused on geospatial image analysis. In our conversation, Yi and I take a look at his recent paper “What Is It Like Down There? Generating Dense Ground-Level Views and Image Features From Overhead…

Fossil Friday Roundup: August 10, 2018 | PLOS Blogs Network

  Featured Image: Triassic pentadactyl tracks from Argentina. From Citton et al. (2018). CC-BY.  Papers (All Open Access): Cambrian petalonamid Stromatoveris phylogenetically links Ediacaran biota to later animals (Palaeontology) Salvinialean megaspores in the Late Cretaceous VISIT THE SOURCE ARTICLE Fossil Friday Roundup: August 10, 2018…

Montreal-Toronto AI Startups Have Wide Range of Focus – AI Trends

Includes Healthcare, Biomed, Text Analysis, Legal Research, Image Analysis, Drug Discovery, Education Canada has made a commitment for many years to the study of AI at universities across the county, and today robust business incubation programs supported by Canada’s state and regional governments work to…

New Regulatory Approvals Trigger Payback from Billions of Dollars in Investments in Medical Imaging Artificial Intelligence

… Shah, Transformational Health Industry Analyst. Artificial Intelligence for Medical Image Analysis-Companies-to-Action, 2018 … . Contact us: Start the discussion. Artificial Intelligence for Medical Image Analysis-Companies-to-Action, 2018 … VISIT THE SOURCE ARTICLE Author:

TensorFlow.js – Explore tensor operations through VGG16 preprocessing

In this video, we’re going to explore several tensor operations by preprocessing image data to be passed to a neural network running in our web app. Recall that last time, we developed our web app to accept an image, pass it to our TensorFlow.js model,…

Using Deep Learning to Defeat Aging is Mission of Insilico Medicine – AI Trends

Older man admiring image of younger man in virtual mirror Every once in a while, you meet an entrepreneur who is both fully present, but also has a head full of dreams. That was my experience meeting and hosting Alex Zhavoronkov, the founder and CEO…