| 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 |