Published August 26, 2025
| Version v209, v210, and v211
Model
Open
Two spotted spider mite YOLOv11 object detection model weights (v209 five-class, v210 three-class, v211 four-class)
Authors/Creators
-
1.
Oregon State University, Department of Botany and Plant Pathology
Contributors
Data collector (3):
Project leader:
Supervisor:
-
1.
Oregon State University, Department of Botany and Plant Pathology
- 2. USDA-ARS, Corvallis, OR
- 3. Oregon State University, Department of Soil Sciences
Description
| Model | Classes | Precision | Recall | mAP50 | mAP50–95 | Instances |
|---|---|---|---|---|---|---|
| 209 | Adult_female, Adult_male, Dead_mite, Immature, Viable_egg | 0.824 | 0.743 | 0.788 | 0.532 | 2093 |
| 210 | Adult_female, Immature, Viable_egg | 0.875 | 0.871 | 0.883 | 0.601 | 1938 |
| 211 | Adult_female, Adult_male, Immature, Viable_egg | 0.903 | 0.835 | 0.871 | 0.576 | 1949 |
Test set performance for three object detection models. Models are also hosted on Roboflow (209, 210, 211).
Files
Files
(153.9 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:d0c79f41fb7c274fc1426db64a7019a2
|
51.3 MB | Download |
|
md5:2feb810c095d7f5ef67c346c57e7ce6f
|
51.3 MB | Download |
|
md5:3faa04614608bf6fca8f5f7ee84af589
|
51.3 MB | Download |
Additional details
Software
- Repository URL
- https://github.com/mswiseman/miteVision
- Programming language
- Python , R