Deploy Keras neural network to Flask web service | Part 8 – Access model from Powershell, Curl

In this video, we’re going to explore how we can get predictions from our Keras model in a slightly different way than how we’ve seen it done in the browser. Here, we’ll be calling our back end Flask web service from both Powershell on Windows,…

Hexadecimal Explained Teaser | Exposing hidden shape

This video reveals a hidden relevant shape that appears in the Hexadecimal explained video. If you’re watching that one closely (https://youtu.be/JlLnt4aJEK0), you’ll definitely spot it after watching this one. Enjoy! Prerequisites videos: Numerical data explained – https://youtu.be/YDDqe60omL0 Textual data explained – https://youtu.be/-XLZadCdo9Q Unicode explained –…

Deploy Keras neural network to Flask web service | Part 7 – Visualizations with D3, DC, Crossfilter

In this video, we’ll see how we can visualize the prediction results from our neural network with charts in our front end web application using the D3, DC, and Crossfilter Javascript APIs. In the last couple of videos, we completed the development of the back…

Deploy Keras neural network to Flask web service | Part 6 – Build web app to send images to VGG16

In this video, we’ll be building the frontend web application to send images to our VGG16 Keras model being hosted by Flask. In the last video, we got our predict endpoint setup on the Flask side to receive images of cats and dogs and respond…

Deploy Keras neural network to Flask web service | Part 5 – Host VGG16 model with Flask

In this video, we’ll be building the backend of our Flask application that hosts a fine-tuned VGG16 Keras model to predict on images of dogs and cats. In general, you should be able to take our approach here and apply it to any model you’d…

Deploy Keras neural network to Flask web service | Part 4 – Build frontend web application for Flask

In this video, we’ll be building a front end web application with HTML and Javascript to interact with a Flask web service. In the last video, we built the backend of our application, the hello endpoint running on a Flask web service. Now we’ll be…

Deploy Keras neural network to Flask web service | Part 3 – Send and Receive Data with Flask

In this video, we’ll be creating a web service with Flask that can both send and receive data. In our last video, we got acquainted with Flask and built our first web service. We’ll be building on what we learned there to create a slightly…

Deploy Keras neural network to Flask web service | Part 2 – Build your first Flask app

In this video, we’re going to quickly discuss Flask, see how to get it installed, and make our first simple web service. We briefly talked last time about how we’d be working with flask over the next several videos, and we referred to what we’d…

Nortek Security & Control Acquires IntelliVision, Establishing Leadership in Artificial Intelligence and Video Analytics

… , control and entertainment systems, leveraging artificial intelligence and video analytics for highly … the rapidly growing fields of Artificial Intelligence (AI) and video analytics, Nortek … ., a pioneer and leader in Artificial Intelligence, smart cameras and deep learning-based … VISIT THE SOURCE…