# tao

**Repository Path**: ussey/tao

## Basic Information

- **Project Name**: tao
- **Description**: aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2023-05-11
- **Last Updated**: 2024-06-17

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# TAO: A Large-Scale Benchmark for Tracking Any Object

[[Paper](https://arxiv.org/abs/2005.10356)] [[Website](http://taodataset.org)]

[Achal Dave](http://www.achaldave.com/), [Tarasha Khurana](http://www.cs.cmu.edu/~tkhurana/), [Pavel Tokmakov](https://pvtokmakov.github.io/home/), [Cordelia Schmid](https://thoth.inrialpes.fr/~schmid/), [Deva Ramanan](http://www.cs.cmu.edu/~deva/)

## Latest updates

- \[2020.10.25\]: Added [docs](https://github.com/TAO-Dataset/tao/blob/master/docs/trackers.md#single-object-trackers) for running single-object trackers. See [here](https://github.com/TAO-Dataset/tao/issues/23#issuecomment-716068985) for how to add your own SOT tracker!
- \[2020.07.10\]: The ECCV challenge is now live at the
  [MOTChallenge website](https://motchallenge.net/results/TAO_Challenge/)!
  See [here](docs/challenge.md) for more details.
- \[2020.07.02\]: TAO was accepted to ECCV '20 as a spotlight presentation!
- \[2020.02.20\]: We will be hosting a workshop and challenge at ECCV'20. See [here](http://taodataset.org/workshop/) for details.

## Setup

1. Clone this repo
    ```
    git clone https://github.com/TAO-Dataset/tao
    ```
1. Install TAO toolkit:
    ```
    pip install git+https://github.com/TAO-Dataset/tao
    ```

## Download dataset

See [download instructions](./docs/download.md).

## Challenge

We will be hosting a challenge at our
[ECCV '20 workshop](taodataset.org/workshop/). See [here](docs/challenge.md) for details.

## Evaluation

See [evaluation information](./docs/evaluation.md). Contains information on submitting to the challenge server.

## Run baseline trackers

See [tracker instructions](./docs/trackers.md).

## Questions?

Please see the [faqs](./docs/faqs.md) to check if we've anticipated your
question. If not, for questions about TAO usage or the challenge, please use
this Google Group: https://groups.google.com/forum/#!forum/tao-dataset/

For bug reports regarding the toolkit, annotations, or image download, please
file an issue in this repository.