Dataset Versions
Versions
Shear- -10- Horizontal- -10- Vertical
v13
· 10 months ago
Rotation- Between -15- and -15-
v12
· 10 months ago
Flip- Horizontal- Vertical
v11
· 10 months ago
90- Rotate- Clockwise- Counter-Clockwise- Upside Down
v10
· 10 months ago
Blur- Up to 1px
v9
· 10 months ago
Crop- 0- Minimum Zoom- 40- Maximum Zoom
v8
· 10 months ago
Brightness- Between -25- and -25-
v7
· 10 months ago
Saturation- Between -30- and -30-
v6
· 10 months ago
Hue- Between -30- and -30-
v5
· 10 months ago
Hue- Between -15- and -15-
v4
· 10 months ago
Grayscale
v3
· 10 months ago
Cutout
v2
· 10 months ago
No augmentations were applied
v1
· a year ago
v7
Brightness- Between -25- and -25-
Generated on Feb 14, 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.
Other Formats
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4877 Total Images
View All Images
Dataset Split
Train Set 87%
4255Images
Valid Set 8%
409Images
Test Set 4%
213Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Brightness: Between -25% and +25%