Corn Rootworm Beetle Dataset
Versions
2024-06-18 1:51am
v12
· 15 days ago
final_no_sticky_traps_augmented
v11
· 15 days ago
2024-06-17 9:20pm
v10
· 15 days ago
final_all_annotatedv2
v9
· 15 days ago
final_all_annotated
v8
· 15 days ago
2024-06-17 7:42pm
v7
· 15 days ago
2024-06-17 7:30pm
v6
· 15 days ago
2024-06-17 7:26pm
v5
· 15 days ago
2024-06-17 7:23pm
v4
· 15 days ago
2024-06-17 7:20pm
v3
· 15 days ago
2024-06-17 7:17pm
v2
· 15 days ago
2024-06-17 7:05pm
v1
· 15 days ago
v5
2024-06-17 7:26pm
Generated on Jun 17, 2024
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
3256 Total Images
View All Images
Dataset Split
Train Set 88%
2856Images
Valid Set 6%
200Images
Test Set 6%
200Images
Preprocessing
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Noise: Up to 1.6% of pixels
Similar Projects
beetle
1200 images
pests
2560 images
beetle
164 images
beetle
100 images
pest-and-disease
1402 images