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Comparing Manual vs Automated Image Annotation: Which Is Better in 2026?

Comparing Manual vs Automated Image Annotation: Which Is Better in 2026?

by Douglas M. Marlin | Dec 29, 2025 | Image Annotation

We all know what image annotation is. It is a process of making an object traceable and recognized by machines. Now, there are two ways to do it: Manual and Automated Image Annotation. While during a manual annotation, a human annotator selects regions and adds...
How to Master Audio Data Labeling for AI Accuracy in 2026

How to Master Audio Data Labeling for AI Accuracy in 2026

by Douglas M. Marlin | Nov 18, 2025 | Audio Annotation

Audio annotation is a specialized branch of data annotation that focuses on labelling components of audio data. During the annotation process, annotators like you work with formats such as MP3, FLAC, and AAC to ensure consistency and accuracy across datasets....
The Importance of Data Security in E Commerce Audio Annotation

The Importance of Data Security in E Commerce Audio Annotation

by Douglas M. Marlin | Oct 30, 2025 | Audio Annotation

You will relate to situations where you have used voice assistants to place an online order, or situations where you have called customer support and received the message ‘your call will be recorded for training purposes’ before being connected. All these are examples...
Improving Podcast and Media Transcriptions with AI-Based Audio Annotation

Improving Podcast and Media Transcriptions with AI-Based Audio Annotation

by Douglas M. Marlin | Sep 12, 2025 | Audio Annotation

Podcasts have become increasingly popular over time. With over two million active podcasts and hours of digital media produced daily, the demand for accurate and accessible content has increased significantly. Automated transcription has been in use for years to make...
Different Types of Audio Annotation: Which One Does Your Project Need?

Different Types of Audio Annotation: Which One Does Your Project Need?

by Douglas M. Marlin | Sep 5, 2025 | Audio Annotation

The audio annotation is the process of converting the audio data into AI language, and it makes AI understand the human voice and answer accordingly. The process in this annotation involves adding labels to elements like human speech, background noise, emotions, or...
« Older Entries
  • Automated Video Annotation: 5 AI Techniques to Speed Up Labeling
    Automated Video Annotation: 5 AI Techniques to Speed Up Labeling
  • Financial data annotation workflow showing dashboards, charts, and analytics for banking insights
    Financial Data Annotation: A Complete Guide for Banking and Finance
  • Precision agriculture: Semantic segmentation for crop management
    Precision Agriculture: How Semantic Segmentation Transforms Crop Management
  • Comparing Manual vs Automated Image Annotation: Which Is Better in 2026?
    Comparing Manual vs Automated Image Annotation: Which Is Better in 2026?
  • Comparison graphic for Semantic Segmentation vs Instance Segmentation
    Semantic Segmentation vs Instance Segmentation: Key Differences

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