American Sign Language Videos for 2,208 Words

An American Sign Language dataset containing 108,618 videos representing 2,208 distinct words, with each word having a minimum of 30 video examples. The videos were scraped and collected from multiple sources, then preprocessed for consistency and quality. It was uploaded by ZahidYasinMittha and last updated on August 28, 2025.

Use Cases

• Train ASL gesture recognition models based on the collection of over 100,000 labeled videos.
• Develop video-based machine learning classifiers for sign language words.
• Benchmark computer vision models on a large-scale, multi-source video dataset.
• Preprocess and standardize video data for consistency in machine learning pipelines.

Strengths

• Contains 108,618 videos, providing a substantial volume of data for model training.
• Covers 2,208 distinct ASL words, offering a broad vocabulary.
• Each word is represented by a minimum of 30 videos, which may help with class balance.
• Videos are preprocessed to ensure consistency and are each ≤10 MB, optimized for storage and training.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• The specific sources and collection methodology are not detailed, which may obscure potential biases.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

Multiple scraped sources, as mentioned in the description.

Collection Method

Scraped, collected, and preprocessed from multiple sources.

Freshness

Last updated 2025-08-28 13:02:57; freshness should be verified.

Geography

American