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CloudFactory Blog
![How to knockdown image segmentation roadblocks that derail AI](https://www.cloudfactory.com/hs-fs/hubfs/04-blog-img/How-to-knockdown-image-segmentation-roadblocks-that-derail-AI.jpg?width=346&height=181&name=How-to-knockdown-image-segmentation-roadblocks-that-derail-AI.jpg)
This blog covers image segmentation challenges in data labeling & how quality data improves model accuracy and reduces time to market for AI projects.
![Image segmentation best practices: An infographic for business leaders](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/Image-segmentation-infographic.png?width=346&height=181&name=Image-segmentation-infographic.png)
Learn image segmentation best practices for smarter decisions, boosted revenue, and streamlined operations. Our infographic covers the challenges and solutions.
![7 interesting LiDAR applications](https://www.cloudfactory.com/hs-fs/hubfs/04-blog-img/Interesting-LiDAR-Applications.jpg?width=346&height=181&name=Interesting-LiDAR-Applications.jpg)
LiDAR is a useful 3-D object detection technology for many industries, from AV to aerial inspections. Here are 7 interesting applications of LiDAR.
![AI-powered labeling: the key to profitable AI development in agtech](https://www.cloudfactory.com/hs-fs/hubfs/04-blog-img/AI-powered-data-labeling-the-key-to-profitable-AI-development-in-Agtech.png?width=346&height=181&name=AI-powered-data-labeling-the-key-to-profitable-AI-development-in-Agtech.png)
How CTOs and VPs of product and machine learning can navigate key agtech hurdles using AI-powered data labeling for sustainable growth and profitability.
![The importance of humans in the loop in AI development](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/The-unwavering-importance-of-humans-in-the-loop-in-AI-development.jpg?width=346&height=181&name=The-unwavering-importance-of-humans-in-the-loop-in-AI-development.jpg)
While foundational models offer remarkable potential, our experience reveals that humans in the loop remain crucial for successful AI development.
![Active learning: tackling ML data annotation challenges](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/Tackling-ML-Data-Annotation-Challenges-with-Active-Learning.png?width=346&height=181&name=Tackling-ML-Data-Annotation-Challenges-with-Active-Learning.png)
This post discusses accelerating AI development with active learning, a machine learning method that prioritizes the most informative data for labeling.
![Supercharge Vision AI projects with foundation models](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/Supercharge-Vision-AI-projects-with-foundation-models.png?width=346&height=181&name=Supercharge-Vision-AI-projects-with-foundation-models.png)
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.
![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.
![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.
![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.