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transnet's Introduction

TransNet: A deep network for fast detection of common shot transitions

๐ŸŽ‰๐ŸŽ‰๐ŸŽ‰ A new version with better performance and training code has been released! See github.com/soCzech/TransNetV2. ๐ŸŽ‰๐ŸŽ‰๐ŸŽ‰


This repository contains code for paper TransNet: A deep network for fast detection of common shot transitions.

If you use it in your work, please cite:

@inproceedings{LokocKSMC19Viret,
    author    = {Jakub Loko\v{c} and
                Gregor Koval\v{c}{\'{\i}}k and
                Tom{\'{a}}s Sou\v{c}ek and
                Jaroslav Moravec and
                Premysl \v{C}ech},
    title     = {A framework for effective known-item search in video},
    booktitle = {In Proceedings of the 27th ACM International Conference on Multimedia (MMโ€™19),
                 October 21-25, 2019, Nice, France},
    pages     = {1--9},
    year      = {2019},
    url       = {https://doi.org/10.1145/3343031.3351046},
    doi       = {10.1145/3343031.3351046}
}

or

@article{soucek2019transnet,
    title={TransNet: A deep network for fast detection of common shot transitions},
    author={Sou{\v{c}}ek, Tom{\'a}{\v{s}} and Moravec, Jaroslav and Loko{\v{c}}, Jakub},
    journal={arXiv preprint arXiv:1906.03363},
    year={2019}
}

How to use it?

See example.ipynb jupyter notebook file for an example how to generate shot boundaries for your video.

transnet's People

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transnet's Issues

how to train this model for my own dataset?

I have to work on shot detection for medical videos. what is the dataset format for this code.
After creating the dataset how to train the model.
answers to this query will be a great help for me.

create ops

When creating ops, the '?' should be replace by what value of parameter?

Training code available

Hello,

Could you make the training code you used available, so we can easily re-train the model on a different dataset?

Thank you.

Code Comments

Hello,

Your work is very impressive. Can you please add a little explanation, in the form of comments in one line or another, of each function that is used in this project.
That'd be very helpful.

Once again, Great work..

Thank you.

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