# vision-based-prediction

**Repository Path**: yuntong239/vision-based-prediction

## Basic Information

- **Project Name**: vision-based-prediction
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-08-03
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

<a name=top></a>
# Deep Learning for Vision-based Prediction
This repository serves as a reference database for the paper [Deep Learning for Vision-based Prediction: A Survey](https://arxiv.org/pdf/2007.00095.pdf). Here you can find the list of **vison-based prediction** papers that use **deep learning** and are published since **2015**. The goal is to maintain this repository by adding papers published as they become available online.

All the papers contain the following information: **datasets** and **metrics** they use as well as corresponding **bibtex** and **links** to all published papers. The bibtex of all papers can also be found in `prediction_refs.bib`.

Similar to the survey paper, the papers are categorized into 5 groups: **Video**, **Action**, **Trajectory**, **Motion** and **Other** which may include applications such as visual weather forecasting, fashion trends prediction, etc.

The repository also contains information about the datasets used in the papers. Here, for each dataset, in addition to the **links** to the dataset and corresponding **papers**,  you can find information regarding  **applications**, **type or annotations**, **task**, **list of papers** used the dataset and **bibtex** of the publication.

To search for papers, you can use one of the following options:

* [Papers](papers/papers.md#top)
  * [Video prediction](papers/video_papers.md#top)
  * [Action prediction](papers/action_papers.md#top)
  * [Trajectory prediction](papers/rajectory_papers.md#top)
  * [Motion prediction](papers/motion_papers.md#top)
  * [Other prediction](papers/other_papers.md#top)
  * [Papers with code](papers/papers_with_code.md#top)
* [Datasets](datasets/datasets.md#top)
  * [Year](datasets/year_datasets.md#top)
  * [Application](datasets/application_datasets.md#top)
  * [Task](datasets/task_datasets.md#top)
  * [Annotation](datasets/annotation_datasets.md#top)
* [Metrics](metrics.md#top)


### Contribute to this project
Please feel free to submit an issue if you found missing information, incorrect links, etc. If you consider contributing please see [contribution](contribution.md)

### Cite
If you found this database and the paper useful for your research, please consider citing the paper as:
```
@Article{Rasouli_2020_arxiv,
  title={Deep Learning for Vision-based Prediction: A Survey},
  author={Rasouli, Amir},
  journal={arXiv:2007.00095},
  year={2020}
}
```

### Updates
* Added CVPR and WACV 2020 papers
* 16 new datasets are added