Dataset Versions
Versions
2023-02-05 2:34pm
v11
· 2 years ago
2023-02-05 12:02pm
v10
· 2 years ago
2023-02-04 12:01pm
v9
· 2 years ago
2023-02-02 4:07pm
v8
· 2 years ago
2023-02-02 1:56pm
v7
· 2 years ago
2023-02-01 8:19pm
v6
· 2 years ago
2023-02-01 6:07pm
v5
· 2 years ago
2023-02-01 1:12pm
v4
· 2 years ago
2023-02-01 10:49am
v3
· 2 years ago
2023-01-31 4:53pm
v2
· 2 years ago
2023-01-31 11:40am
v1
· 2 years ago
v11
2023-02-05 2:34pm
Generated on Feb 5, 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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4968 Total Images
View All Images
Dataset Split
Train Set 88%
4350Images
Valid Set 8%
403Images
Test Set 4%
215Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Fit within 416x416
Grayscale: Applied
Modify Classes: 1 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -30° and +30°