The iMerit Blog
From casual to cultured, the iMerit blog tackles a wide array of topics related to security, expertise, and flexibility in the Artificial Intelligence and Machine Learning data-enrichment marketplace.
Oct 10, 2025
The Modular Pipeline: Solving Key Challenges in AV Perception
In 2022, the global autonomous vehicle (AV) market was valued at USD 1.5 trillion. By 2030, it is projected to
Aug 19, 2025
Top 5 Tools for Medical Image Annotation
Accurate medical image annotation is the foundation of effective healthcare AI — powering early disease detection, treatment planning, and research.
Aug 18, 2025
Top 5 Tools for Medical Data Annotation in AI Development
In the world of medical AI, precision isn’t a luxury; it’s a necessity. Whether you’re training algorithms to detect anomalies
Aug 14, 2025
Top 8 Tools for Medical Text Annotation in 2025
Medical text annotation is crucial for developing accurate AI-driven healthcare solutions, particularly in fields such as radiology, oncology, clinical documentation,
Aug 14, 2025
Top Tools for Text Annotation in AI and NLP
Text annotation powers AI applications like chatbots, search engines, large language models (LLMs), and content moderation systems. Accurate annotations such
Aug 14, 2025
Top Tools for Speech-to-Text Annotation in 2025
As the demand for accurate transcription grows across healthcare, voice AI, accessibility technology, and digital assistants, speech-to-text (STT) annotation is
Aug 14, 2025
Top Tools for 2D Video Annotation: A Complete Guide
2D video annotation is vital for training robust AI models in industries such as autonomous vehicles, medical imaging, surveillance systems,
Aug 14, 2025
Top Tools for 2D Image Annotation in 2025
2D image annotation is essential for developing accurate AI models across various industries, including healthcare, autonomous driving, retail analytics, and
Aug 14, 2025
Top 8 Image Annotation Tools for Computer Vision Projects
High-quality annotated image data is the foundation of any successful computer vision AI model. From object detection and segmentation to
Aug 14, 2025
Top Tools for DICOM Annotation: A Comprehensive Guide 2025
DICOM annotation is a cornerstone of developing reliable AI-powered radiology solutions. By accurately labeling and segmenting medical images, AI models
Aug 13, 2025
The Future of Pathology AI: Foundation Models and Multimodal Intelligence
How Foundation Models Are Transforming Pathology AI Foundation models are reshaping how we think about medical data labelling and training.
Aug 13, 2025
Top 7 Radiology Annotation Tools Powering Healthcare AI in 2025
Radiology is leading the charge in medical AI, with startups and healthcare providers racing to build FDA-cleared tools for early
Aug 13, 2025
Top 7 Expert Service Providers for Model Evaluation in 2025
As AI systems grow more powerful and embedded in real-world decisions, model evaluation becomes just as important as training. Today’s
