Happy Birthday, Accelerated Annotation! It's been a year of providing clients with the quality training data needed to launch your models fast.
CloudFactory Blog
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Learn the four workforce traits crucial for high-quality ML datasets. Avoid costly rework and boost your AI project's success.
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Explore the key machine learning segmentation challenges and how to overcome them for more accurate model performance.
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Discover the role of segmentation and mask visualization in computer vision. Learn how these techniques improve machine learning models.
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Discover the power of Vision Transformers (ViTs) in data labeling. Learn how ViT models outperform CNNs, ensuring superior image classification and segmentation.
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This post discusses accelerating AI development with active learning, a machine learning method that prioritizes the most informative data for labeling.
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Discover the power of foundation models for Vision AI. Supercharge your workflow, save time, and boost performance.
![Top benefits and limitations of auto labeling](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/Top-Benefits-and-Limitations-of-Auto-Labeling.png?width=346&height=181&name=Top-Benefits-and-Limitations-of-Auto-Labeling.png)
Overcome the most common limitations of automated data labeling and maximize its benefits using humans in the loop and the right annotation platform.
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This blog post uses Maslow's hierarchy of needs to illustrate how business leaders can build a machine learning (ML) solution foundation.
![Building a machine learning solution foundation: For technical leaders](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/Building-a-machine-learning-solution-foundation-For-technical-leaders.png?width=346&height=181&name=Building-a-machine-learning-solution-foundation-For-technical-leaders.png)
ML models need a foundation of data, annotation, and optimization to succeed. Learn how with a technical spin on Maslow's hierarchy of needs.
![Top AI innovators who value high-quality data labeling](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/Top%20AI%20innovators%20who%20value%20high-quality%20data%20labeling.png?width=346&height=181&name=Top%20AI%20innovators%20who%20value%20high-quality%20data%20labeling.png)
AI innovators who value high-quality data labeling. We help scale data annotation with skilled annotators, predictable pricing, and quick turnaround times.
![Building a ChristmasGAN (in July!)](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/Building-a-ChristmasGAN-in-July.png?width=346&height=181&name=Building-a-ChristmasGAN-in-July.png)
Experience "Christmas in July" with a ChristmasGAN project. Explore Generative Adversarial Networks, image translation, and creative Christmas touches.
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Get the four top takeaways from CloudFactory’s Maximizing the Value of Your AV data webinar.
![3 Essentials for Your NLP Data Workforce](https://www.cloudfactory.com/hs-fs/hubfs/04-blog-img/3-Essentials-for-Your-NLP-Data-Workforce.png?width=346&height=181&name=3-Essentials-for-Your-NLP-Data-Workforce.png)
Natural language processing (NLP) is a fast-growing AI technology, but data labeling for NLP is complex. Here is what to look for in an NLP data workforce.
![4 ways CloudFactory helps you achieve your AV safety goals faster](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/4-ways-CloudFactory-helps-you-achieve-your-AV-safety-goals-faster.png?width=346&height=181&name=4-ways-CloudFactory-helps-you-achieve-your-AV-safety-goals-faster.png)
Find out how our AV-centric workforce can help you achieve your safety goals faster, then download our guide to optimizing your AV data pipelines.
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Packing robots are helping retailers overcome the challenges of constantly increasing demand & staff shortages, but bringing them to life is no easy task.