ConBatch-BAL: Batch Bayesian Active Learning under Budget Constraints. Datasets, Benchmark Results, and Torch Files.

# ConBatch-BAL: Batch Bayesian Active Learning under Budget Constraints. Datasets, Benchmark Results, and Torch Files.

## Table of Contents

- [Overview](#overview)

- [Folder Structure](#folder-structure)

- [Contents](#contents)

- [Licenses](#licenses)

## Overview

This project contains three datasets along with stored results from the conducted benchmark analysis and torch files for running or reproducing active learning experiments.

## Folder Structure

```plaintext

conBatchBAL_datasets/

├── benchmark_results/

├── benchmark_torch_files/

├── build6k/

├── mnist6k/

└── nieman17k/

```

## Contents:

- benchmark_results/: This directory contains the results and config files for reproducing the experiments presented in the paper.

- benchmark_torch_files/: This folder contains the required torch (and json) files to run/reproduce active learning experiments.

- build6k/: This folder contains approximately 6000 aerial images of buildings in Rotterdam with their corresponding energy efficiency class and geolocation.

- mnist6k/: This folder contains approximately 6000 images of digits *artificially* geolocated in Rotterdam. The geolocations correspond to the buildings contained on the *build6k* dataset.

- nieman17k/: This folder contains approximately 17000 aerial images of buildings in Rotterdam with their corresponding typology class and geolocation.

**Additional readme files are included in each directory.**

## Licenses

- build6k/

The build6k dataset is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) [LICENSE](https://creativecommons.org/licenses/by/4.0/), allowing for use, distribution, and modifications with proper attribution.

- mnist6k/

The mnist6k dataset is released under the CC BY-SA 3.0 [LICENSE](https://creativecommons.org/licenses/by-sa/3.0/).

- nieman17k/

The nieman17k dataset is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) [LICENSE](https://creativecommons.org/licenses/by/4.0/), allowing for use, distribution, and modifications with proper attribution.

- Benchmark Results and Torch Files

The benchmark results and Torch files generated as part of this project are released under the Creative Commons Attribution 4.0 International (CC BY 4.0) [LICENSE](https://creativecommons.org/licenses/by/4.0/), allowing for use, distribution, and modifications with proper attribution.

**License details are included separately in each directory**