Video datasets for deployment-ready robotics and multimodal AI
Explore video datasets built for production-relevant AI use cases, from robotics-first capture setups and meeting recordings to media libraries and raw footage.
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Browse video datasets built to reflect real production environments — from robotics capture setups and meeting recordings to long-form media, stock footage and raw video for high-fidelity evaluation.
Human activity video for robotics/physical AI, including head-mounted video paired with multi-sensor IMU streams for learning from demonstration, activity recognition and embodied policy training
Meeting recordings with video, audio, transcripts, metadata, action items and recaps for summarization, collaboration copilots and multimodal evaluation
Media content video collections spanning diverse genres for multimedia understanding and content analysis
Stock videos for broad coverage across industries and visual styles
Raw, unprocessed footage (1080p–4k) for generative video, motion realism and high-fidelity benchmarking
Biometric and human behavior video for body movement and expression signals supporting behavior understanding and emotion-centric evaluation
Featured video datasets
Browse featured video datasets ready to power robotics, content moderation, action recognition and multi-object tracking AI applications. Browse all video datasets
What you can build with video datasets
Robotics
Train physical AI systems with human activity video and synchronized sensor data.
Healthcare
Support multimodal analysis, clinical workflow review and specialized video understanding.
Automotive
Build models for perception, behavior understanding and in-vehicle or roadside video analysis.
Robotics
Train physical AI systems with human activity video and synchronized sensor data.
Healthcare
Support multimodal analysis, clinical workflow review and specialized video understanding.
Automotive
Build models for perception, behavior understanding and in-vehicle or roadside video analysis.
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Video datasets FAQ
Video datasets are curated collections of video files plus metadata and, in some cases, aligned modalities such as audio, transcripts or sensor streams, used to train, fine-tune or evaluate video understanding and generative AI models.
Yes. Defined.ai offers robotics-oriented video datasets that combine human activity video with synchronized sensor data, including head-mounted video and full-body IMU streams for activity recognition, imitation learning and task generalization.
Yes. The page includes meeting recordings with video, audio, transcripts, metadata, action items and recaps, making them relevant for summarization, search, speaker understanding and collaboration copilot workflows.
Yes. Defined.ai provides media content collections across genres, documentary-style video and podcast videos for multimedia understanding, content analysis, recommendation and multimodal indexing.
Yes. The page includes raw, unprocessed video footage in 1080p to 4K formats for training and benchmarking where realism and minimal post-processing artifacts matter.
Depending on the dataset, available signals can include video plus audio, transcripts, sensor streams, metadata, action items, recaps or keywording. These details are important because they help teams compare options more quickly and choose datasets that better match multimodal training or evaluation goals.
Yes. Defined.ai can help buyers narrow options based on capture type, domain, modality mix, duration, annotation depth and whether an existing or custom dataset is the best fit.
Yes. If you need a specific domain, capture condition, labeling depth or robotics-specific setup, Defined.ai supports custom video data collection and tailored shortlisting.