PestDetection Dataset
Versions
2024-08-17 11:41am
v13
· a month ago
2024-07-27 2:36pm
v12
· 2 months ago
2024-07-19 4:07am
v11
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2024-07-17 7:21am
v10
· 2 months ago
2024-07-17 6:22am
v9
· 2 months ago
2024-07-17 4:49am
v8
· 2 months ago
2024-07-17 12:18am
v7
· 2 months ago
2024-07-16 3:09am
v6
· 2 months ago
2024-07-15 6:15am
v5
· 2 months ago
2024-07-15 6:06am
v4
· 2 months ago
2024-07-15 1:46am
v3
· 2 months ago
2024-07-15 1:29am
v2
· 2 months ago
2024-07-15 1:27am
v1
· 2 months ago
v2
2024-07-15 1:29am
Generated on Jul 15, 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
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7336 Total Images
View All Images
Dataset Split
Train Set 88%
6420Images
Valid Set 8%
612Images
Test Set 4%
304Images
Preprocessing
Resize: Stretch to 140x140
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images