Discover the power of foundation models for Vision AI. Supercharge your workflow, save time, and boost performance.
![Creating data annotation guidelines that drive accurate ML models](https://www.cloudfactory.com/hs-fs/hubfs/04-blog-img/Creating_data_annotation_guidelines_that_drive_accurate_ML_models.png?width=346&height=181&name=Creating_data_annotation_guidelines_that_drive_accurate_ML_models.png)
Learn the essential data annotation guidelines to improve the accuracy and performance of machine learning models.
![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.
![The 4 layers of automated data labeling for faster AI goals](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/The-four-layers-of-automated-labeling-1.png?width=346&height=181&name=The-four-layers-of-automated-labeling-1.png)
Uncover the four layers of automated data labeling—pre-labeling, pre-trained models, hosting, and technology—to achieve faster and smarter AI goals.
![Building a machine learning solution foundation: For business leaders](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/Building-a-machine-learning-solution-foundation-for%20business-leaders.png?width=346&height=181&name=Building-a-machine-learning-solution-foundation-for%20business-leaders.png)
This blog post uses Maslow's hierarchy of needs to illustrate how business leaders can build a machine learning (ML) solution foundation.
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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.
![Generative AI takes center stage at The AI Summit](https://www.cloudfactory.com/hs-fs/hubfs/Generative%20AI%20Takes%20Center%20Stage%20at%20the%20AI%20Summit.png?width=346&height=181&name=Generative%20AI%20Takes%20Center%20Stage%20at%20the%20AI%20Summit.png)
The AI Summit uncovered the potential of generative AI, with a spotlight on ethical AI, benefits to creatives, and the critical role of humans in the loop.
![Accelerated Annotation adds keypoint and video understanding to roster](https://www.cloudfactory.com/hs-fs/hubfs/web19/images/accelerated-annotation/Accelerated-Annotation-adds-keypoint-and-video-understanding-to-roster.png?width=346&height=181&name=Accelerated-Annotation-adds-keypoint-and-video-understanding-to-roster.png)
CloudFactory introduces keypoint and video understanding to Accelerated Annotation data annotation tool.
![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.
![Human in the loop: Will it always be a big deal?](https://www.cloudfactory.com/hs-fs/hubfs/04-blog-img/human-in-the-loop-big-deal.png?width=346&height=181&name=human-in-the-loop-big-deal.png)
Even as companies shift from a model-centric to a data-centric AI focus, humans in the loop remain critical in accelerating AI development.
![CVPR 2023: The changing role of human in the loop](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/CVPR-2023-the-changing-role-of-human-in-the-loop.png?width=346&height=181&name=CVPR-2023-the-changing-role-of-human-in-the-loop.png)
Uncover CVPR 2023 top takeaways, including new roles for humans in the loop, self-supervised learning and zero-shot models, and humans in generative AI.
![Aerial & geospatial AI innovation highlights from GEO Business 2023](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/GEO-Business-2023-Highlights.png?width=346&height=181&name=GEO-Business-2023-Highlights.png)
Geo Business 2023 highlighted the latest developments in the geospatial industry, including AI, 3-D modeling, open standards, and benefits to humanity.
![6 ways NLP enables better healthcare](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/6-ways-NLP-enables-better-healthcare.png?width=346&height=181&name=6-ways-NLP-enables-better-healthcare.png)
NLP enables better healthcare, from documentation to clinical decision support, speech recognition for electronic health records, and other applications.
![How to organize machine learning teams](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/how-to-organize-machine-learning-teams.png?width=346&height=181&name=how-to-organize-machine-learning-teams.png)
Optimize ML team structure: Discover 2 common approaches, their pros and cons, and learn to choose the right one for your organization.
![4 webinar takeaways: maximizing the value of your AV data](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/4-takeaways-maximizing-the-value-of-AV-data-webinar.png?width=346&height=181&name=4-takeaways-maximizing-the-value-of-AV-data-webinar.png)
Get the four top takeaways from CloudFactory’s Maximizing the Value of Your AV data webinar.