Dataset Versions
Versions
tonsOfAugmentation
v11
· a year ago
AppliedCutOut
v10
· a year ago
2023-06-14 9:26am
v9
· a year ago
2023-04-25 2:57pm
v8
· 2 years ago
Didnotimprovetraining
v7
· 2 years ago
notestset
v6
· 2 years ago
2023-03-20 2:05pm
v5
· 2 years ago
2023-03-16 8:05pm
v4
· 2 years ago
2023-03-16 4:15pm
v3
· 2 years ago
2023-03-15 3:14pm
v2
· 2 years ago
2023-03-15 10:18am
v1
· 2 years ago
v11
tonsOfAugmentation
Generated on Jun 15, 2023
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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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.
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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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3320 Total Images
View All Images
Dataset Split
Train Set 91%
3018Images
Valid Set 7%
216Images
Test Set 3%
86Images
Preprocessing
Modify Classes: 4 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -25° and +25°
Cutout: 3 boxes with 10% size each
Mosaic: Applied