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---
license: cc-by-4.0
tags:
- object detection
- yolo
- machine learning
---
# Deer detection image model
This model is used in a deer repellent (peurakarkotin) device.
### Model description
3M param model is finetuned from [YOLOv8n by Ultralytics](https://github.com/ultralytics/ultralytics/tree/main)
## Dataset
~3150 images of deers or negatives that were falsely detected as deer during testing.
- 74% [deer detection dataset from Roboflow Universe](https://universe.roboflow.com/object-detection/deer-detection-mvfx0) (cleaned up from 3500 to 2300)
- 26% images from deer repellent
- 6,5% positive images
- 13% augmented images
- 6,5% negative images |