Dataset Versions
Versions
2024-09-23 8:36am
v14
· 2 months ago
2024-08-08 10:11am
v13
· 3 months ago
2024-07-13 3:28pm
v12
· 4 months ago
2024-07-13 3:04pm
v10
· 4 months ago
2024-07-13 6:48am
v9
· 4 months ago
V2 The addition of two categories removes the small number of category labels from the original dataset
v8
· 4 months ago
V2 Two categories are added- but the number of proportional partition validation sets is increased
v7
· 4 months ago
Argumented with removed a minimum of 6 categories 2024-06-06 8-09pm
v3
· 5 months ago
Remove a minimum of 6 categories 2024-06-06 7-22pm
v2
· 5 months ago
Remove a minimum of 5 categories 2024-06-064-57pm
v1
· 5 months ago
v10
2024-07-13 3:04pm
Generated on Jul 13, 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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11937 Total Images
View All Images
Dataset Split
Train Set 87%
10443Images
Valid Set 4%
500Images
Test Set 8%
994Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 5 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Blur: Up to 2.5px
Noise: Up to 5.01% of pixels