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Rev.com - Transcriptions, captions, and subtitles that are affordable, fast, and high-quality.
CaptionBot by Microsoft - Analyzing and describing images by a bot
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CloudSight - Image recognition API; send an HTTP request with an image, get a description of contents.
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