100K+ Hours STEM Classroom Video Dataset
Generative AI & Computer Vision
Tags and Keywords
£111,400
About
100K+ Hours STEM Classroom Video Dataset
Description
The 100K+ Hours STEM Classroom Video Dataset is a comprehensive collection of classroom videos of 100K+ hours in Science, Technology, Engineering, and Mathematics (STEM) learning environments. The dataset is designed to support research and development in computer vision, speech recognition, educational AI, classroom analytics, multimodal learning, and machine learning.
The dataset enables the development and evaluation of AI systems for classroom activity recognition, student engagement analysis, teacher-student interaction modeling, automatic speech recognition (ASR), video understanding, educational technology, and multimodal foundation models. It is suitable for academic research, commercial AI applications, intelligent tutoring systems, and classroom analytics.
Note: The listed price applies to the specified initial batch of 10,000 hours of STEM classroom video. Pricing for larger batches or the complete dataset library varies depending on total video duration, video quality and resolution, metadata availability, number of attributes, annotation requirements, subject and topic coverage, classroom diversity, file formats, licensing terms, and customization needs. Final pricing will be determined based on the specific dataset requirements.
Data Product Features
| Feature | Description |
|---|---|
| Video Recordings | High-quality classroom video recordings capturing STEM teaching sessions. |
| Classroom Environment | Information about classroom setup and learning activities. |
| Subject Category | STEM discipline such as Science, Technology, Engineering, or Mathematics. |
| Language | Language spoken during classroom sessions. |
| Session Duration | Length of each classroom recording. |
| File Format | MP4 |
Distribution
The dataset is provided in industry-standard formats suitable for AI, machine learning, and educational research workflows.
Format: MP4
Data Volume
- Data Volume: 100K+ Hours
- Video Files: Multiple classroom recordings.
- Dataset Size: The dataset size may vary depending on video duration, resolution, frame rate, file formats, compression quality, metadata availability, annotations, and dataset version.
Usage
This data product is ideal for a variety of applications:
- Educational AI: Develop intelligent tutoring and classroom assistance systems.
- Computer Vision: Train models for classroom activity recognition and scene understanding.
- Speech Recognition: Build automatic speech recognition (ASR) systems for classroom environments.
- Speaker Diarization: Identify and separate teacher and student speech.
- Student Engagement Analysis: Measure classroom participation and engagement.
- Teacher Performance Analytics: Analyze instructional methods and classroom interactions.
- Multimodal AI: Train models combining video, audio, and metadata.
- Natural Language Processing: Analyze classroom conversations and educational content.
- Machine Learning Research: Benchmark and evaluate AI models for educational applications.
Coverage
The dataset covers a wide range of STEM classroom teaching environments.
Geographic Coverage: Global (country or region-specific datasets may be available upon request).
Time Range: Varies depending on the dataset version and collection period.
License
CC BY 4.0 (Creative Commons Attribution 4.0 International)
AI Training Rights
InfoBay.AI ensures that all datasets are sourced, curated, and managed with proper ownership verification, licensing documentation, and data provenance records. We hold the necessary rights to license and sublicense the datasets we provide through formal agreements with our data vendors, which grant us the required permissions for commercial licensing and AI training use cases. To ensure transparency and compliance, we maintain relevant documentation and have previously shared redacted agreements for selected datasets as evidence of our data rights and licensing authority.
Data Dictionary
| Column Name | Data Type | Description | Possible Values/Notes |
|---|---|---|---|
| File_Name | String | Name of the video file | MP4 |
| Subject | String | STEM subject covered in the classroom session | Science, Technology, Engineering, Mathematics |
| Language | String | Language spoken during the classroom session | English, Hindi, Arabic, Spanish, etc. |
| Duration | Float | Length of the video recording in seconds | Numeric value |
| Classroom_Type | String | Type of educational environment | Primary, Secondary, Higher Education, Training Center |
| Participants | Integer | Number of teachers and students present | Positive integer |
| Resolution | String | Video resolution | 720p, 1080p, 4K |
| Frame_Rate | Float | Video frame rate | 24, 25, 30, 60 FPS |
Considerations
This dataset is provided for research and educational purposes only. It contains only sample data.
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£111,400
Download Dataset in VIDEO Format
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