LiDAR is a useful 3-D object detection technology for many industries, from AV to aerial inspections. Here are 7 interesting applications of LiDAR.
CloudFactory Blog
![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.
![AI-powered labeling: The key to better agtech machine learning models](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/AI-powered-labeling-The-key-to-better-agtech-machine-learning-models.png?width=346&height=181&name=AI-powered-labeling-The-key-to-better-agtech-machine-learning-models.png)
Discover the impact of quality data labeling in agtech. Learn ML model accuracy, performance, and scalability strategies in precision farming.
![Accelerated Annotation: 1 year of data labeling excellence](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/Accelerated_Annotation_Turns_One.png?width=346&height=181&name=Accelerated_Annotation_Turns_One.png)
Happy Birthday, Accelerated Annotation! It's been a year of providing clients with the quality training data needed to launch your models fast.
![Four workforce traits that affect quality in data labeling for ML](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/Four-workforce-traits-that-affect-quality-in-data-labeling-for-ML.png?width=346&height=181&name=Four-workforce-traits-that-affect-quality-in-data-labeling-for-ML.png)
Learn the four workforce traits crucial for high-quality ML datasets. Avoid costly rework and boost your AI project's success.
![Five modern segmentation challenges tech gurus face in machine learning](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/five-segmentation-challenges-in-machine-learning-thumbnail-02.jpg?width=346&height=181&name=five-segmentation-challenges-in-machine-learning-thumbnail-02.jpg)
Explore the key machine learning segmentation challenges and how to overcome them for more accurate model performance.
![Achieving business goals: The role of segmentation labeling in computer vision](https://www.cloudfactory.com/hs-fs/hubfs/04-blog-img/Segmentation-Labeling.png?width=346&height=181&name=Segmentation-Labeling.png)
Discover the role of segmentation and mask visualization in computer vision. Learn how these techniques improve machine learning models.
![Ensure better quality data with vision transformer-powered data labeling](https://www.cloudfactory.com/hs-fs/hubfs/03-Blog-CTAs/Ensure-better-quality-with-vision-transformer-powered-data-labeling.png?width=346&height=181&name=Ensure-better-quality-with-vision-transformer-powered-data-labeling.png)
Discover the power of Vision Transformers (ViTs) in data labeling. Learn how ViT models outperform CNNs, ensuring superior image classification and segmentation.
![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.
![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.
![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.