Movies Recommendation Systems with TensorFlow
In this blog post, we cover the three types of recommender systems, and demo their use with the MovieLens dataset.
3 years ago
Articles
Pooling In Convolutional Neural Networks
In this article, we explore the whys and the hows behind the fundamental process of pooling in CNN architectures, and then compare two common techniques: max and average pooling.
3 years ago
Text2Emoji Predictor with Stacked Embeddings using Flair framework
In this blog, we show how to build an emoji suggestion system for short sentences rather than just a single word, and integrate it with a Flask interface.
3 years ago
Create your own speech to text application with Whisper from OpenAI and Flask
In this tutorial, we walked through the capabilities and architecture of Open AI's Whisper, before showcasing two ways users can make full use of the model in just minutes with demos running in Gradient Notebooks and Deployments.
3 years ago
Activation Functions in Deep Learning
In this article, we compare and contrast various activation functions for deep learning with neural networks to try and determine the best class of these functions for different tasks.
3 years ago
Global Pooling in Convolutional Neural Networks
In this article, we explore what global average and max pooling entail. We discuss why they have come to be used and how they measure up against one another. We also developed an intuition into why they work by performing a biopsy of our convnets and visualizing intermediate layers.
3 years ago
Building a Checkers Gaming Agent Using Deep Q-Learning
In this article, we demonstrate how to implement a version of a reinforcement learning technique Deep Q-Learning to create an AI agent capable of playing Checkers at a decent level.
3 years ago
Run the Stable Diffusion web UI from Gradient Deployments
This guide shows you how to setup the Stable Diffusion web UI in a Gradient Deployment, and get started synthesizing images in just moments with Gradient's powerful GPUs
3 years ago
Image segmentation
In this article, we will define image segmentation, discover the right metrics to use in these tasks, build an end-to-end pipeline that can be used as a template for handling image segmentation problems, and talk about some useful applications of it.
3 years ago
