Kotwel

Kotwel is a human translation and artificial intelligence training data provider. Founded with an aim to empowering the world's leading AI projects, Kotwel has been growing at a rapid pace both domestically and internationally, with most of the growth being experienced in Asia.

The secret sauce behind effective AI and ML technology Kotwel

The Secret Sauce Behind Effective AI and ML Technologies

Artificial intelligence (AI) and machine learning (ML) technology is one of the most revolutionary advances in computing history. These technologies are capable of understanding and responding to complex tasks and commands, often with much greater speed and accuracy than traditional computer software. They are revolutionizing many industries and are now being used in a variety …

The Secret Sauce Behind Effective AI and ML Technologies Read More »

Natural Language Understanding

The Importance of Correct Query Creation in Training Your Models for Assistant Natural Language Understanding (NLU)

Overview Assistant NLU is an important part of many Machine Learning algorithms and it is essential that the queries that are used to train the model are accurate. Incorrect query creation can lead to inaccurate models and can have a significant impact on the performance of the algorithm. Common errors while creating queries It is …

The Importance of Correct Query Creation in Training Your Models for Assistant Natural Language Understanding (NLU) Read More »

The Importance of Quality Transcription in Training Speech Models

The Importance of Quality Transcription in Training Speech Models

Overview If you’re training a voice recognition model – whether it’s for a virtual assistant like Google Assistant or Siri, or for some other application – one of the most important things you need is high-quality transcription services. Why does quality transcription matter? First, let’s take a look at how these voice recognition models work. …

The Importance of Quality Transcription in Training Speech Models Read More »

Data annotation Kotwel

Data annotation: What is it and its uses in Computer Vision and Image Analysis

What is Data Annotation for Computer Vision? In computer vision, data annotation is the process of annotating samples with metadata for use in machine learning algorithms. While data annotation could be used to annotate any type of sample, it is most commonly used in computer vision applications to create annotations for images, textual descriptions of …

Data annotation: What is it and its uses in Computer Vision and Image Analysis Read More »

Image Annotation With Bounding Box Kotwel

How Many Types of Image Annotation for Object Detection?

There are different types of image annotation for object detection and most of them may be considered as the identifiers. These annotations help humans and algorithms to identify objects in images. This is done by labeling objects with useful information like labels, shapes, colors, textures or other properties. Artificial Intelligence has a great ability to …

How Many Types of Image Annotation for Object Detection? Read More »