Dataset Versions
Versions
2024-04-23 11:27pm
v41
· 7 months ago
2024-04-23 5:55pm
v40
· 7 months ago
pests only
v39
· 7 months ago
2024-04-19 11:07pm
v38
· 7 months ago
eggs only
v37
· 7 months ago
original size
v34
· 7 months ago
color and gray 16x
v33
· 7 months ago
color and gray 4x
v32
· 7 months ago
2024-04-11 4:30pm
v31
· 7 months ago
color and gray v4
v30
· 7 months ago
color and gray v3
v29
· 7 months ago
color and gray v2
v28
· 7 months ago
2024-04-08 10:55pm
v27
· 7 months ago
2024-04-08 10:43pm
v25
· 7 months ago
2024-04-08 10:33pm
v23
· 7 months ago
color and gray
v11
· 8 months ago
color
v10
· 8 months ago
2024-02-08 11:13pm
v2
· 9 months ago
v23
2024-04-08 10:33pm
Generated on Apr 8, 2024
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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.
1324 Total Images
View All Images
Dataset Split
Train Set 92%
1224Images
Valid Set 4%
50Images
Test Set 4%
50Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-83% Horizontal Region, 19-97% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 20% of images
Brightness: Between -20% and +20%
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°