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How to read & label dicom medical images on Kili

How to read & label dicom medical images on Kili In this tutorial, we will show you how to upload medical images to Kili Technology. We will use pydicom, a python package, to read medical data in a Dicom format. Data used in this tutorial comes from the RSNA Pneumonia Detection Challenge hosted on Kaggle … Continue reading How to read & label dicom medical images on Kili

How to chain annotation projects with webhooks on Kili

Kili Tutorial: How to chain annotation projects with webhooks on Kili In this tutorial, we will show how to use webhooks to monitor actions in Kili, such as a label creation. The goal of this tutorial is to illustrate some basic components and concepts of Kili in a simple way, but also to dive into … Continue reading How to chain annotation projects with webhooks on Kili

What is Video Annotation for Deep Learning

Video annotation is the process of labelling video clips. This is done to prepare it as a dataset for training deep learning (DL) and machine learning (ML) models. These pre-trained neural networks are then used for computer vision applications, such as automatic video classification tools. ML is a field of artificial intelligence (AI) research, which … Continue reading What is Video Annotation for Deep Learning

How to Create a Dataset to Train Your Machine Learning Applications

The dataset that you use to train your machine learning models can make or break the performance of your applications. For example, using a text dataset that contains loads of biased information can significantly decrease the accuracy of your machine learning model. This was what happened to Amazon's initial tests. They trained a machine learning … Continue reading How to Create a Dataset to Train Your Machine Learning Applications

What is Image Annotation in Deep Learning?

Image annotation plays an important role in training a machine to automatically assign relevant metadata information to a digital picture. This metadata often includes captions, keywords, location markers, or any combination of these details. This process is required for creating datasets that are used to train the deep learning models of computer vision applications. Many … Continue reading What is Image Annotation in Deep Learning?

What is Text Annotation in Machine Learning?

What is Text Annotation in Machine Learning? Simply put, text annotation in machine learning ( ML ) is the process of associating labels to a digital file or document and its content. This is an NLP method where different types of sentence structures are highlighted by various criteria. Because human language is quite complex, annotation … Continue reading What is Text Annotation in Machine Learning?