• How to Create a Dataset for a Text Classification Experiment

  This tutorial shows how to create a dataset for a text classification experiment in Cogniflow. In this example, a two-class experiment is created to train models capable of recognizing whether a restaurant review is positive or negative. So positive and negative are the two classes. Create a CSV file containing both reviews (texts) and labels (clasFew readers

• How to Create a Knowledge Base for a Question-Answering Experiment

  This tutorial shows how to create a Knowledge Base (KB) for a Question-Answering experiment in Cogniflow. In this example, a Question-Answering experiment is created to use pre-trained models capable of answering questions on a Knowledge Base. Create a KB with text documents containing information you want to ask questions on and place it in a singFew readers

• How to Create a Dataset for an Image Classification Experiment

  This tutorial shows how to create a dataset for an image classification experiment in Cogniflow. In this example, a two-class experiment is created to train models capable of recognizing whether an image belongs to a dog or a cat. So dogs and cats are the two classes. If your images are expected to always have some dogs or cats, this two classes are enough. But if different images containing otherFew readers

• How to Create a Dataset for an Audio Classification Experiment

  This tutorial shows how to create a dataset for an audio classification experiment in Cogniflow. In this example, a two-class experiment is created to train models capable of recognizing whether an audio belongs to a dog or a cat. So dogbark and catmeow are the two classes. On your computer or on any equipment, you have your auFew readers

• How to Create a Dataset for Object Detection using the YOLO Labeling Format

  The YOLO (You Only Look Once) format is a specific format for annotating object bounding boxes in images for object detection tasks. In this format, each image in the dataset should have a corresponding text file with the same name as the image, containing the bounding box annotations for that image. The text file should have the following format: YOLO text file format Where: is aFew readers