Dataset Versions
Versions
2023-07-22 2:07pm
v9
· a year ago
2023-07-22 10:47am
v8
· a year ago
2023-06-24 9:25pm
v7
· 2 years ago
2023-06-24 9:06pm
v6
· 2 years ago
2023-04-20 11:38pm
v5
· 2 years ago
2023-04-20 11:02pm
v4
· 2 years ago
2023-04-20 10:54pm
v3
· 2 years ago
2023-03-20 3:50pm
v2
· 2 years ago
2023-02-26 8:37pm
v1
· 2 years ago
v4
2023-04-20 11:02pm
Generated on Apr 20, 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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2189 Total Images
View All Images
Dataset Split
Train Set 83%
1815Images
Valid Set 8%
185Images
Test Set 9%
189Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Hue: Between -11° and +11°
Saturation: Between -36% and +36%
Brightness: Between -24% and +24%
Exposure: Between -14% and +14%
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down