Asad Iqbal

Asad is a technical writer at Unitlab, with experience writing documentation on how to train and use state-of-the-art computer vision models.

multimodal AI Robotics

Multimodal AI in Robotics [+ Examples]

Multimodal AI in robotics is an AI approach where robots fuse multiple sensor inputs to perceive and act. By combining visual data, language, and other signals, robots make real-time, context-aware decisions.

12 min read

multimodal AI multimodal AI models multimodal models

Top 15 Multimodal Models in 2026 (Open Source & Proprietary)

Multimodal models are AI systems that process and integrate multiple data types in parallel. They combine text, images, and audio into one unified language model or network. This lets them handle tasks like image captioning and visual question answering by combining visual cues and textual data.

19 min read

Top 7 Video Annotation Tools & Platforms for 2026

Computer Vision Data Annotation Data Annotation Tools video annotation tools video annotation

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.

18 min read

multimodal AI multimodal AI models Multimodal applications Computer Vision

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.

12 min read

multimodal AI multimodal data Computer Vision multimodal AI models

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.

15 min read

Data Annotation Data Annotation Tools multimodel data annotation Multimodal ML Data Annotation

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.

12 min read

data augmentation image augmentation Computer Vision image processing

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.

15 min read

Data Annotation Data Annotation Tools Unitlab Educational

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.

15 min read

Asad Iqbal

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