Dataset Card for Street View House Numbers Table of Contents Table of Contents Dataset Description Dataset Summary Supported Tasks and Leaderboards Languages Dataset Structure Data Instances Data Fields Data Splits Dataset Creation Curation Rationale Source Data Annotations Personal and Sensitive Information Considerations for Using the Data Social Impact of Dataset Discussion of Biases Other Known Limitations Additional Information Dataset Curators Licensing Information Citation Information Contributions Dataset Description Homepage: http://ufldl.stanford.edu/housenumbers Repository: Paper: Reading Digits in Natural Images with Unsupervised Feature Learning Leaderboard: https://paperswithcode.com/sota/image classification on svhn Point of Contact: streetviewhousenumbers@gmail.com Dataset Summary SVHN is a real world image dataset for developing machine learning and object recognition algorithms with minimal requirement on data preprocessing and formatting. It can be seen as similar in flavor to MNIST (e.g., the images are of small cropped digits), but incorporates an order of magnitude more labeled data (over 600,000 digit images) and comes from a significantly harder, unsolved, r…
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