README.md

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license: cc-by-4.0
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# Deer detection image model

This model is used in a deer repellent (peurakarkotin) device.

### Description

Model is finetuned from [YOLOv8n by Ultralytics](https://github.com/ultralytics/ultralytics/tree/main)

## Dataset

~2700 images of deers or negatives that were falsely detected as deer during testing.

- 85% [deer detection dataset from Roboflow Universe](https://universe.roboflow.com/object-detection/deer-detection-mvfx0) (cleaned up from 3500 to 2300)
- 15% images from deer repellent
  - 4% positive images
  - 5% augmented images
  - 6% negative images