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sports-1m-dataset
The Sports-1M Dataset
Academic dataset that accompanies the paper "Large-scale Video Classification with Convolutional Neural Networks." (Andrej Karpathy, George Toderici, Sanketh Shetty, Thomas Leung, Rahul Sukthankar, Li Fei-Fei).
This dataset contains 1,133,158 video URLs which have been annotated automatically with 487 labels. The annotation was done via the YouTube Topics API. If you wish to use the YouTube API yourself, we have provided the topic ID for each of the classes here. Example thumbnails for each class can be found here.
Getting the Data
If you'd like to download the necessary files for this benchmark, run the following command:
git clone https://code.google.com/p/sports-1m-dataset/
Once you have downloaded the data, please read the README file in order to see how to use this data.
Text File Format
The 487 labels file is encoded in UTF-8. Therefore, in order to be able to read all the label names correctly you need to make sure that you are using an UTF-8 compatible text editor.
Notes
There is a discussion group about this dataset. Please post specific questions there, and group members may be able to help.
Project Information
The project was created on Apr 15, 2014.
- License: Apache License 2.0
- 8 stars
- git-based source control