Content moderation is the process of monitoring for possible offensive, undesirable, and risque content.

Content Moderator, a Cognitive Services product, combines machine-assisted content moderation APIs and human review tool for images, text, and videos into a complete content moderation solution. In this episode, we will get an overview of Content Moderator and learn about its video moderation capabilities.

In this video, learn about the API and the human review capabilities in Content Moderator.

Here is a primer to introduce the concepts of deep learning with a specific focus on computer vision. It covers concepts including CNN’s (Convolutional Neural Networks), deep learning and transfer learning. It was created as an introduction for people getting started with machine learning and specifically deep learning to explain some of the commonly used terms and introduce some of the popular approaches to solving computer vision challenges.

In this video from the Ignite conference last September, watch the latest additions to the Cognitive Toolkit, which offer a Python API, as well as a GUI to have a non‐disruptive experience from data load through operationalization with all the steps in between.

The goal is to support classification, object detection and image similarity use case. This is a work in progress. In this session, they demonstrate only a classification pipeline.