Dataset Versions
Versions
2024-04-19 9:56am
v15
· 7 months ago
pests-16x-v3
v14
· 7 months ago
pests-16x-v2
v13
· 7 months ago
pests-16x
v12
· 7 months ago
add-original size
v11
· 7 months ago
2024-04-16 3:55pm
v10
· 7 months ago
2024-04-13 11:37pm
v9
· 7 months ago
2024-04-13 11:37pm
v8
· 7 months ago
pests-4x
v7
· 7 months ago
2024-04-12 10:52am
v6
· 7 months ago
2024-04-11 5:06pm
v5
· 7 months ago
2024-04-10 11:02pm
v4
· 7 months ago
2024-04-08 10:57pm
v3
· 7 months ago
2024-03-29 9:41am
v2
· 8 months ago
2024-03-29 9:41am
v1
· 8 months ago
v7
pests-4x
Generated on Apr 12, 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.
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2288 Total Images
View All Images
Dataset Split
Train Set 94%
2160Images
Valid Set 6%
128Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns
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°