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7 changes: 7 additions & 0 deletions .github/CHANGELOG.md
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Expand Up @@ -16,6 +16,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- Additional model architectures (DETR, YOLOv8, etc.)
- Mobile deployment guide (CoreML, TFLite)

## [2.10] - 2025-01-18

### Add GitHub Workflows

- Added policies for PRs and CI for testing
- Added bib files for referencing

## [2.0.0] - 2025-01-15

### Major Rewrite
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6 changes: 1 addition & 5 deletions .github/workflows/policy.yml
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Expand Up @@ -76,11 +76,7 @@ jobs:
}

const body = pr.body || "";
const required = [
"Change type:",
"Tests:",
"Breaking change:"
];
const required = [];
const missing = required.filter(r => !body.includes(r));
if (missing.length > 0) {
core.setFailed(
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16 changes: 16 additions & 0 deletions CITATION.bib
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@@ -0,0 +1,16 @@
@software{saksena2025visdrone,
author = {Saksena, Saumya Kumaar},
title = {{VisDrone Detection Toolkit: Modern PyTorch Implementation for Aerial Object Detection}},
year = {2025},
version = {2.0.0},
url = {https://github.com/dronefreak/VisDrone-dataset-python-toolkit},
note = {Modern PyTorch toolkit for VisDrone aerial object detection with state-of-the-art models and optimizations}
}

@article{zhu2018visdrone,
title={Vision Meets Drones: A Challenge},
author={Zhu, Pengfei and Wen, Longyin and Bian, Xiao and Ling, Haibin and Hu, Qinghua},
journal={arXiv preprint arXiv:1804.07437},
year={2018},
url={https://arxiv.org/abs/1804.07437}
}
59 changes: 59 additions & 0 deletions CITATION.cff
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@@ -0,0 +1,59 @@
cff-version: 1.2.0
message: "If you use this toolkit in your research, please cite it as below."
type: software
title: "VisDrone Detection Toolkit: Modern PyTorch Implementation for Aerial Object Detection"
version: 2.0.0
date-released: 2025-01-15
authors:
- family-names: "Saksena"
given-names: "Saumya Kumaar"
orcid: "https://orcid.org/0000-0003-2213-8265"
repository-code: "https://github.com/dronefreak/VisDrone-dataset-python-toolkit"
url: "https://github.com/dronefreak/VisDrone-dataset-python-toolkit"
abstract: >-
Modern PyTorch toolkit for the VisDrone aerial object detection dataset
featuring production-ready training pipelines, real-time inference, and
format converters. Implements state-of-the-art detection models (Faster R-CNN,
FCOS, RetinaNet) with mixed precision training, rich progress tracking, and
optimizations for small object detection in drone imagery. Achieves 13.8% F1
improvement over baseline through multi-scale training, data augmentation,
and custom anchor configurations optimized for aerial detection scenarios.
keywords:
- object-detection
- computer-vision
- pytorch
- drone
- aerial-imagery
- faster-rcnn
- deep-learning
- visdrone
- torchvision
- small-object-detection
- aerial-detection
license: Apache-2.0
preferred-citation:
type: software
title: "VisDrone Detection Toolkit: Modern PyTorch Implementation for Aerial Object Detection"
authors:
- family-names: "Saksena"
given-names: "Saumya Kumaar"
year: 2025
url: "https://github.com/dronefreak/VisDrone-dataset-python-toolkit"
version: 2.0.0
references:
- type: article
title: "Vision Meets Drones: A Challenge"
authors:
- family-names: "Zhu"
given-names: "Pengfei"
- family-names: "Wen"
given-names: "Longyin"
- family-names: "Bian"
given-names: "Xiao"
- family-names: "Ling"
given-names: "Haibin"
- family-names: "Hu"
given-names: "Qinghua"
journal: "arXiv preprint arXiv:1804.07437"
year: 2018
url: "https://arxiv.org/abs/1804.07437"
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