Dataset Versions
Versions
2023-05-02 9:37pm
v12
· 2 years ago
2023-04-05 4:59pm
v11
· 2 years ago
2023-03-31 8:24pm
v10
· 2 years ago
2023-03-27 8:30pm
v9
· 2 years ago
2023-03-26 1:51pm
v8
· 2 years ago
2023-03-24 9:10pm
v7
· 2 years ago
2023-03-22 8:11pm
v6
· 2 years ago
2023-03-21 2:27pm
v5
· 2 years ago
2023-03-18 6:31pm
v4
· 2 years ago
2023-03-04 7:30pm
v3
· 2 years ago
2023-03-01 5:39pm
v2
· 2 years ago
2023-02-28 8:17pm
v1
· 2 years ago
v12
2023-05-02 9:37pm
Generated on May 2, 2023
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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6300 Total Images
View All Images
Dataset Split
Train Set 92%
5820Images
Valid Set 5%
310Images
Test Set 3%
170Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 5
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -20° and +20°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -30% and +30%
Noise: Up to 10% of pixels
Mosaic: Applied