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IT Certification Exams Labeling the video data pyOpenAnnotate Spectrogram visualization Waveform visualization

Labeling the video data – Hands-On Exploring Data Labeling Tools

Zavia Dunlap 05/04/2024 0 Comment

In this section, let’s see how to label video data. All the steps are similar to the image data labeling steps, except the template used for video data labeling. First,…

IT Certification Exams pyOpenAnnotate Spectrogram visualization Waveform visualization Zero-crossing rate

Selecting the label template – Hands-On Exploring Data Labeling Tools

Zavia Dunlap 04/15/2024 0 Comment

Go to Settings | Labeling Interface. Here, you can select a template from the available templates in Label Studio as shown in the project. Select Image Classification. Figure 12.32 –…

Exams of IT IT Certification Exams Spectrogram visualization Waveform visualization Zero-crossing rate

Labeling the image data – Hands-On Exploring Data Labeling Tools

Zavia Dunlap 03/23/2024 0 Comment

Let us label the image data using Label Studio. Once you have installed the Label Studio tool using the pip command as given in the Technical requirements section, start Label…

Exams of IT IT Certification Exams Waveform visualization Zero-crossing rate

Integration of the Azure Machine Learning pipeline with the labeled dataset – Hands-On Exploring Data Labeling Tools

Zavia Dunlap 02/15/2024 0 Comment

To integrate labeled data from Azure Machine Learning data labeling into machine learning pipelines, you can follow these general steps: Here is a simplified example using the Azure Machine Learning…

IT Certification Exams Labeling the image data Labeling the video data pyOpenAnnotate Spectrogram visualization Waveform visualization

Labeling the person – Hands-On Exploring Data Labeling Tools

Zavia Dunlap 11/03/2023 0 Comment

Select the person tag and then create a bounding box for the person in the image: Figure 12.15 – Labeling the person Labeling the bike Similarly, select the Bike tag,…

IT Certification Exams Labeling the image data Labeling the video data pyOpenAnnotate Spectrogram visualization Waveform visualization Zero-crossing rate

Option 1 – Create a data asset from files in Azure Blob storage – Hands-On Exploring Data Labeling Tools

Zavia Dunlap 10/22/2023 0 Comment

Generate a data asset using an Azure datastore. While local file uploads are common, Azure Storage Explorer offers a more efficient method for transferring large data assets. It is recommended…

Exams of IT IT Certification Exams Labeling the video data pyOpenAnnotate Spectrogram visualization Waveform visualization Zero-crossing rate

Step 2 – Create a data labeling project – Hands-On Exploring Data Labeling Tools

Zavia Dunlap 09/08/2023 0 Comment

We want to create a data labeling project so that we can upload images and label them or assign them to labelers and manage the workflow effectively. In your Azure…

Exams of IT IT Certification Exams pyOpenAnnotate Spectrogram visualization Waveform visualization Zero-crossing rate

Image data labeling with Azure Machine Learning – Hands-On Exploring Data Labeling Tools

Zavia Dunlap 08/09/2023 0 Comment

Azure Machine Learning is an industry-leading machine learning and AI platform designed to build and deploy machine learning and AI applications. Data scientists, machine learning engineers, and software engineers can…

Exams of IT IT Certification Exams Labeling the image data Spectrogram visualization Waveform visualization Zero-crossing rate

Data labeling using Azure Machine Learning – Hands-On Exploring Data Labeling Tools

Zavia Dunlap 06/30/2023 0 Comment

With an increasing demand for sophisticated models capable of understanding diverse data types, the importance of accurate annotations cannot be overstated. Azure Machine Learning offers a powerful solution, providing a…

Exams of IT IT Certification Exams Labeling the image data Labeling the video data Waveform visualization Zero-crossing rate

pyOpenAnnotate – Hands-On Exploring Data Labeling Tools

Zavia Dunlap 05/26/2023 0 Comment

In the dynamic landscape of machine learning and artificial intelligence, effective data annotation plays a pivotal role in enhancing model performance and fostering accurate predictions. As we delve into the…

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Labeling the video data – Hands-On Exploring Data Labeling Tools

Selecting the label template – Hands-On Exploring Data Labeling Tools

Labeling the image data – Hands-On Exploring Data Labeling Tools

Integration of the Azure Machine Learning pipeline with the labeled dataset – Hands-On Exploring Data Labeling Tools

Labeling the person – Hands-On Exploring Data Labeling Tools

Option 1 – Create a data asset from files in Azure Blob storage – Hands-On Exploring Data Labeling Tools

Step 2 – Create a data labeling project – Hands-On Exploring Data Labeling Tools

Image data labeling with Azure Machine Learning – Hands-On Exploring Data Labeling Tools

Data labeling using Azure Machine Learning – Hands-On Exploring Data Labeling Tools

pyOpenAnnotate – Hands-On Exploring Data Labeling Tools

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Labeling the video data – Hands-On Exploring Data Labeling Tools