Computer Vision
Top 8 Large Vision Models: Use Cases and Challenges in 2025
Large vision models (LVMs) can automate and improve visual tasks such as defect detection, medical diagnosis, and environmental monitoring. Comparing top 8 large vision models Note: The models are sorted by release date (from newest to oldest). Technical differences *The LAION-5B dataset is a large-scale, open-source dataset of 5 billion image-text pairs.
7 Steps to Obtain Computer Vision Training Data in 2025
Computer vision (CV) technology is advancing rapidly in various industries. As demand for computer vision systems rises, so does the need for well-trained models. These models require large, high-quality, accurately labeled datasets, which can be costly and time-consuming to collect.
Top 7 Computer Vision Construction Use Cases & Examples
Adopting AI technologies, such as computer vision, is accelerating in the construction industry, offering solutions for safety, efficiency, and quality control. However, challenges like an aging workforce and high-risk tasks continue to hinder widespread implementation. Explore the top 7 use cases with real-life examples where computer vision construction technologies already impact construction sites.
Top 5 Computer Vision Applications in Security in 2025
As the global crime rate increases, so does the need for security services. The demand for investigation and security services is projected to increase from $288 billion in 2020 to $417 billion by 2025. While conventional security services such as manual surveillance are effective, they are limited to the capabilities of the person performing them.
Top 5 Computer Vision Use Cases in Automotive in 2025
The global automotive sector is facing various challenges, including the chip shortage crisis, legal issues, etc. Business leaders are seeking various digital solutions to overcome these challenges, and one of these solutions is computer vision. Computer vision enables the automotive sector to become smarter, safer, and more efficient.
Top 8 Computer Vision Use Cases and Examples in 2025
Computer vision (CV) refers to replicating the human visual ability in a computer or machine. Computer vision technology is being intensively used in many sectors, including retail, agriculture, manufacturing, etc. The global computer vision market is projected to surpass $41 billion by 2030 (See Figure 1). Figure 1.
Top 5 Computer Vision Use Cases in Agriculture in 2025
The agriculture sector is one of the most important industries in the world since it is the source of our food. As digital technologies revolutionize every industry, agriculture is no exception. Like every other sector, the agriculture sector also faces various challenges, including climate change, labor shortage, and the disruptions created by the pandemic.
Top 7 Computer Vision Challenges & Solutions in 2025
Computer vision (CV) technology is revolutionizing many industries, including healthcare, retail, automotive, etc. As more companies invest in computer vision solutions, the global market will multiply 9 times by 2026 to $2.4 billion.
17 Computer Vision in Healthcare Use Cases & Examples
Even though Hinton, a Turin award recipient, claimed that radiology would be automated by 2021, such accelerated automation hasn’t occurred.However, AI-driven computer vision in healthcare is still expected to increase precision in surgery, medical imaging, and real-time patient monitoring, while enabling faster and more reliable decision-making.
Synthetic Data for Computer Vision: Benefits & Examples
Advancements in deep learning techniques have paved the way for successful computer vision and image recognition applications in fields such as automotive, healthcare, and security. Computers that can derive meaningful information from visual data enable numerous applications such as self-driving cars and highly accurate detection of diseases.