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README.md

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-license: gpl-3.0
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+<p align="center">
+  <img src="https://gitlab.com/trapper-project/trapper-ai-worker/-/raw/main/OSCF-TRAPPER-AI-logo.png">
+</p>
+
+<div align="center"> 
+<font size="6">TrapperAI model for for 18 European mammal species classification</font>
+<br>
+<hr>
+</div>
+
+## 🐺 Overview
+
+The TrapperAI model is responsible for the detection and classification of 18 European mammal species with a **95% F1-score** and **93% mAP50-95**. This model is based on the fine-tuned [YOLOv8-m](https://github.com/ultralytics/ultralytics) model and can be loaded and utilized directly through the Ultralytics package interface or via the TRAPPER ecosystem ([TrapperAI Worker](https://gitlab.com/trapper-project/trapper-ai-worker)).
+
+The dataset used for model training and evaluation comprised **401,458** camera trap images from Poland, Germany, Sweden, Austria, and Switzerland. The data repository consisted of **5,680 deployments** and **2,944 locations**.
+
+List of supported species:
+
+* Bird
+* Cat
+* Chamois
+* Dog
+* Eurasian Lynx
+* Eurasian Red Squirrel
+* European Badger
+* European Mouflon
+* Fallow Deer
+* Gray Wolf
+* Hare
+* Marten
+* Moose
+* Red Deer
+* Red Fox
+* Reindeer
+* Roe Deer
+* Wild Boar
+
+The recommended image resolution for the model is 1280px.
+
+## 🏢 Who is using TRAPPER?
+* Mammal Research Institute Polish Academy of Sciences;
+* Karkonosze National Park;
+* Swedish University of Agricultural Sciences;
+* Svenska Jägareförbundet;
+* Meles Wildbiologie;
+* University of Freiburg Wildlife Ecology and Management;
+* Bavarian Forest National Park;
+* Georg-August-Universität Göttingen;
+* KORA - Carnivore Ecology and Wildlife Management;
+* and many more individual scientists and ecologies;
+
+## 💲 Funders and Partners
+<p align="center">
+  <img src="https://gitlab.com/trapper-project/trapper-ai-worker/-/raw/main/TRAPPER-funds.png">
+</p>
+<p align="center">
+  <img src="https://gitlab.com/trapper-project/trapper-ai-worker/-/raw/main/TRAPPER-partners.png">
+</p>
+
+## 🤝 Support
+
+Feel free to add a new issue with a respective title and description on the [TRAPPER issue tracker](https://gitlab.com/trapper-project/trapper/-/issues). If you already found a solution to your problem, we would be happy to review your pull request.
+
+If you prefer direct contact, please let us know: `[email protected]`
+
+We also have [TRAPPER Mailing List](https://groups.google.com/d/forum/trapper-project) and [TRAPPER Slack](https://join.slack.com/t/trapperproject/shared_invite/zt-2f360a5pu-CzsIqJ6Y~iCa_dmGXVNB7A).
+
+## 📜 License
+
+Read more in [TRAPPER License](https://gitlab.com/oscf/trapper-ai-worker/-/blob/main/LICENSE).