metadata

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.

3M param model is finetuned from YOLOv8n by Ultralytics

Dataset

~3150 images of deers or negatives that were falsely detected as deer during testing.

74% deer detection dataset from Roboflow Universe (cleaned up from 3500 to 2300)
26% images from deer repellent
- 6,5% positive images
- 13% augmented images
- 6,5% negative images