Top 7 Video Annotation Tools & Platforms for 2026
Video annotation is the process of adding labels and metadata to video frames (or time segments) so ML models can learn to detect, track, and understand objects, actions, and events over time.
Top 15+ Multimodal Datasets
Multimodal data is data from multiple modalities, such as text, images, audio, video, and sensors, combined so AI can understand the same event or object with richer context than any single source alone.
Top 30+ Real-World Multimodal Applications Across Industries
Multimodal applications use multimodal AI systems to combine multiple data types within a single model. By integrating diverse data modalities through data fusion, multimodal AI provide understanding of complex, real-world scenarios than unimodal AI.
![The Ultimate Guide to Multimodal AI [Technical Explanation & Use Cases]](/content/images/size/w2000/2025/12/Robotics--6-.png)
The Ultimate Guide to Multimodal AI [Technical Explanation & Use Cases]
Multimodal AI processes and combines multimodal data at the same time. Multimodal AI systems gain richer context by aligning visual data, textual data, and other input data and handle complex tasks like image captioning, visual search, and generate human-sounding outputs, than unimodal AI systems.
![Best Multimodal ML Data Annotation Tools in 2026 [Comparative Guide]](/content/images/size/w2000/2025/12/Robotics--4-.png)
Best Multimodal ML Data Annotation Tools in 2026 [Comparative Guide]
Multimodal ML annotation platforms comparison guide. Learn key features, AI-assisted labeling, QA, and how to choose the right tool.
Data Augmentation in Computer Vision: Everything You Need to Know
Master data augmentation in computer vision with this complete guide. Learn how data augmentation techniques vary and discover how to optimize sample data for your object detection model.
![Data Annotation Tool Guide 2026 [The Best 10 + Comparison]](/content/images/size/w2000/2025/12/image--13-.png)
Data Annotation Tool Guide 2026 [The Best 10 + Comparison]
Explore, compare, and contrast the best 10+ data annotation tools for 2026 with our deep-dive article.