Whitefly detection Image Dataset
Versions
2023-12-31 7:21pm
v18
Dec 31, 2023
2023-12-31 7:16pm
v17
Dec 31, 2023
2023-12-31 5:49pm
v16
Dec 31, 2023
2023-12-22 9:37am
v15
Dec 22, 2023
2023-12-21 11:40pm
v14
Dec 21, 2023
2023-12-03 11:22pm
v13
Dec 3, 2023
2023-12-03 11:20pm
v12
Dec 3, 2023
2023-10-26 12:31am
v11
Oct 25, 2023
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v18
2023-12-31 7:21pm
Generated on Dec 31, 2023
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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.
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23963 Total Images
View All Images
Dataset Split
Train Set 87%
20937Images
Valid Set 9%
2109Images
Test Set 4%
917Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 10-90% Horizontal Region, 10-90% Vertical Region
Resize: Fit (black edges) in 1728x1152
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Brightness: Between -20% and +20%
Blur: Up to 1.25px
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