Pests Image Dataset
Versions
2024-04-19 9:56am
v15
Apr 19, 2024
pests-16x-v3
v14
Apr 19, 2024
pests-16x-v2
v13
Apr 18, 2024
pests-16x
v12
Apr 18, 2024
add-original size
v11
Apr 17, 2024
2024-04-16 3:55pm
v10
Apr 16, 2024
2024-04-13 11:37pm
v9
Apr 13, 2024
2024-04-13 11:37pm
v8
Apr 13, 2024
pests-4x
v7
Apr 12, 2024
2024-04-12 10:52am
v6
Apr 12, 2024
2024-04-11 5:06pm
v5
Apr 11, 2024
2024-04-10 11:02pm
v4
Apr 10, 2024
2024-04-08 10:57pm
v3
Apr 8, 2024
2024-03-29 9:41am
v2
Mar 29, 2024
2024-03-29 9:41am
v1
Mar 29, 2024
v5
2024-04-11 5:06pm
Generated on Apr 11, 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.
636 Total Images
View All Images
Dataset Split
Train Set 100%
636Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
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°
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