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chore: switch to MIT License
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22 changes: 22 additions & 0 deletions LICENSE
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MIT License

Copyright (c) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life

Permission is hereby granted, free of charge, to any person obtaining
a copy of this software and associated documentation files (the
"Software"), to deal in the Software without restriction, including
without limitation the rights to use, copy, modify, merge, publish,
distribute, sublicense, and/or sell copies of the Software, and to
permit persons to whom the Software is furnished to do so, subject to
the following conditions:

The above copyright notice and this permission notice shall be
included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
448 changes: 0 additions & 448 deletions LICENSE.md

This file was deleted.

6 changes: 3 additions & 3 deletions README.md
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# HerdNet
[![License: CC BY-NC-SA 4.0](https://img.shields.io/badge/License-CC_BY--NC--SA_4.0-lightgrey.svg)](https://creativecommons.org/licenses/by-nc-sa/4.0/) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Alexandre-Delplanque/HerdNet/blob/main/notebooks/demo-training-testing-herdnet.ipynb)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Alexandre-Delplanque/HerdNet/blob/main/notebooks/demo-training-testing-herdnet.ipynb)

Code for paper "[From Crowd to Herd Counting: How to Precisely Detect and Count African Mammals using Aerial Imagery and Deep Learning?](https://doi.org/10.1016/j.isprsjprs.2023.01.025)"

Expand All @@ -10,7 +10,7 @@ Code for paper "[From Crowd to Herd Counting: How to Precisely Detect and Count
![](https://i.imgur.com/MCZWn8Z.jpg)

## License
HerdNet follows [`CC BY-NC-SA-4.0`](https://github.com/Alexandre-Delplanque/HerdNet/blob/main/LICENSE.md) license and is thus open source and freely available for academic research purposes only, no commercial use is permitted.
HerdNet follows [`MIT`](https://github.com/Alexandre-Delplanque/HerdNet/blob/main/LICENSE.md) license and is thus open source and freely available.

## Citation
If you use this code in your work, please cite our [paper](https://doi.org/10.1016/j.isprsjprs.2023.01.025):
Expand All @@ -29,7 +29,7 @@ If you use this code in your work, please cite our [paper](https://doi.org/10.10
```

## Pretrained Models
Models were trained separatly for each of the two datasets. These pre-trained models follows the same license ([`CC BY-NC-SA-4.0`](https://github.com/Alexandre-Delplanque/HerdNet/blob/main/LICENSE.md)) as the source code.
Models were trained separatly for each of the two datasets. These pre-trained models follow the ([`CC BY-NC-SA-4.0`](https://creativecommons.org/licenses/by-nc-sa/4.0/)) license and are available for academic research purposes only, no commercial use is permitted.

| Model | Params | Dataset | Environment | Species | F1score | MAE¹ | RMSE² | AC³ | Download |
| ------- |:------:| ------------------------------------------------------------ | ---- | ------------------------------------------------ |:-------:|:----:|:-----:|:-----:|:--------------------------------------------------------------------------------------------:|
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9 changes: 4 additions & 5 deletions animaloc/__init__.py
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__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"


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9 changes: 4 additions & 5 deletions animaloc/data/__init__.py
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__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"

from .annotations import *
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9 changes: 4 additions & 5 deletions animaloc/data/annotations.py
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__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"


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9 changes: 4 additions & 5 deletions animaloc/data/batch_utils.py
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__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"


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9 changes: 4 additions & 5 deletions animaloc/data/patches.py
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__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"


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9 changes: 4 additions & 5 deletions animaloc/data/processors.py
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__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"


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9 changes: 4 additions & 5 deletions animaloc/data/samplers.py
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@@ -1,17 +1,16 @@
__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"

import torch
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9 changes: 4 additions & 5 deletions animaloc/data/transforms.py
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__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"


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9 changes: 4 additions & 5 deletions animaloc/data/types.py
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__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"

from typing import Union, Tuple
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9 changes: 4 additions & 5 deletions animaloc/data/utils.py
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@@ -1,17 +1,16 @@
__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"


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9 changes: 4 additions & 5 deletions animaloc/datasets/__init__.py
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@@ -1,17 +1,16 @@
__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"


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9 changes: 4 additions & 5 deletions animaloc/datasets/csv.py
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@@ -1,17 +1,16 @@
__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"


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9 changes: 4 additions & 5 deletions animaloc/datasets/folder.py
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@@ -1,17 +1,16 @@
__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"


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9 changes: 4 additions & 5 deletions animaloc/datasets/patched.py
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@@ -1,17 +1,16 @@
__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"


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9 changes: 4 additions & 5 deletions animaloc/datasets/register.py
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@@ -1,17 +1,16 @@
__copyright__ = \
"""
Copyright (C) 2022 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
Copyright (C) 2024 University of Liège, Gembloux Agro-Bio Tech, Forest Is Life
All rights reserved.
This source code is under the CC BY-NC-SA-4.0 license (https://creativecommons.org/licenses/by-nc-sa/4.0/).
It is to be used for academic research purposes only, no commercial use is permitted.
This source code is under the MIT License.
Please contact the author Alexandre Delplanque (alexandre.delplanque@uliege.be) for any questions.
Last modification: March 29, 2023
Last modification: March 18, 2024
"""
__author__ = "Alexandre Delplanque"
__license__ = "CC BY-NC-SA 4.0"
__license__ = "MIT License"
__version__ = "0.2.0"


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