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Minor fixes #4

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6 changes: 3 additions & 3 deletions README.md
Original file line number Diff line number Diff line change
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This repository contains trained models reported in the paper "[Quo Vadis,
Action Recognition? A New Model and the Kinetics
Dataset](https://arxiv.org/abs/1705.07750)" by Joao Carreira and Andrew
Zisserman. The paper was posted on arXiv in May 2017, and will be published as a
Zisserman. The paper was posted on arXiv in May 2017, and was published as a
CVPR 2017 conference paper.

"Quo Vadis" introduced a new architecture for video classification, the Inflated
3D Convnet or I3D. Here we release Inception-v1 I3D models trained on the
[Kinetics dataset](www.deepmind.com/kinetics) training split.
[Kinetics dataset](http://www.deepmind.com/kinetics) training split.

In our paper, we reported state-of-the-art results on the UCF101 and HMDB51
datasets from fine-tuning these models. I3D models pre-trained on Kinetics also
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### Sample data and preprocessing

The release of the [DeepMind Kinetics dataset](www.deepmind.com/kinetics) only
The release of the [DeepMind Kinetics dataset](http://www.deepmind.com/kinetics) only
included the YouTube IDs and the start and end times of the clips. For the
sample data here, we use a video from the UCF101 dataset, for which all the
videos are provided in full. The video used is `v_CricketShot_g04_c01.mp4` which
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