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 |