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license: cc-by-4.0 |
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tags: |
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- object detection |
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- yolo |
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- machine learning |
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# Deer detection image model |
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This model is used in a deer repellent (peurakarkotin) device. |
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### Model description |
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3M param model is finetuned from [YOLOv8n by Ultralytics](https://github.com/ultralytics/ultralytics/tree/main) |
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## Dataset |
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~2700 images of deers or negatives that were falsely detected as deer during testing. |
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- 85% [deer detection dataset from Roboflow Universe](https://universe.roboflow.com/object-detection/deer-detection-mvfx0) (cleaned up from 3500 to 2300) |
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- 15% images from deer repellent |
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- 4% positive images |
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- 5% augmented images |
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- 6% negative images |
