CloudFactory Blog

How CTOs and VPs of product and machine learning can navigate key agtech hurdles using AI-powered data labeling for sustainable growth and profitability.

While foundational models offer remarkable potential, our experience reveals that humans in the loop remain crucial for successful AI development.

Discover the impact of quality data labeling in agtech. Learn ML model accuracy, performance, and scalability strategies in precision farming.

Happy Birthday, Accelerated Annotation! It's been a year of providing clients with the quality training data needed to launch your models fast.

Learn the four workforce traits crucial for high-quality ML datasets. Avoid costly rework and boost your AI project's success.

Five segmentation in machine learning pitfalls and how to solve them with data‑centric labeling, HITL, saliency maps, and a data flywheel.

Discover the role of segmentation mask visualization in computer vision. Learn how precise labeling improves object recognition, enhances model performance, and supports business ...

Discover the power of Vision Transformers (ViTs) in data labeling. Learn how ViT models outperform CNNs, ensuring superior image classification and segmentation.

Discover how active learning in ML accelerates data annotation, reduces costs, and improves model performance for computer vision projects.

Discover the power of foundation models for Vision AI. Supercharge your workflow, save time, and boost performance.

Learn the essential data annotation guidelines to improve the accuracy and performance of machine learning models.

Overcome the most common limitations of automated data labeling and maximize its benefits using humans in the loop and the right annotation platform.

Uncover the four layers of automated data labeling—pre-labeling, pre-trained models, hosting, and technology—to achieve faster and smarter AI goals.

This blog post uses Maslow's hierarchy of needs to illustrate how business leaders can build a machine learning (ML) solution foundation.

ML models need a foundation of data, annotation, and optimization to succeed. Learn how with a technical spin on Maslow's hierarchy of needs.

AI innovators who value high-quality data labeling. We help scale data annotation with skilled annotators, predictable pricing, and quick turnaround times.