Dataset Versions
Versions
Paper2
v13
· 2 years ago
Paper
v12
· 2 years ago
2023-01-24 12:52pm
v11
· 2 years ago
2023-01-24 10:43am
v10
· 2 years ago
2023-01-23 10:26am
v9
· 2 years ago
2023-01-21 1:45pm
v8
· 2 years ago
WPT
v7
· 2 years ago
2023-01-17 2:24pm
v6
· 2 years ago
2023-01-17 10:04am
v5
· 2 years ago
V2
v4
· 2 years ago
V1
v3
· 2 years ago
2023-01-10 1:58pm
v2
· 2 years ago
2023-01-10 12:09pm
v1
· 2 years ago
v13
Paper2
Generated on May 19, 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.
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1136 Total Images
View All Images
Dataset Split
Train Set 86%
972Images
Valid Set 6%
65Images
Test Set 9%
99Images
Preprocessing
Auto-Orient: Applied
Modify Classes: 26 remapped, 4 dropped
Augmentations
Outputs per training example: 2
Flip: Horizontal
Grayscale: Apply to 30% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels