Dataset Versions
Versions
2022-07-18 1:55pm
v9
· 2 years ago
2022-07-18 1:53pm
v8
· 2 years ago
2022-07-18 1:48pm
v7
· 2 years ago
2022-07-06 9:42am
v6
· 2 years ago
2022-07-04 7:37pm
v5
· 2 years ago
2022-07-04 6:02pm
v4
· 2 years ago
2022-06-21 11:32pm
v3
· 2 years ago
2022-06-21 11:24pm
v2
· 2 years ago
2022-06-21 10:34pm
v1
· 2 years ago
v1
2022-06-21 10:34pm
Generated on Jun 21, 2022
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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138 Total Images
View All Images
Dataset Split
Train Set 100%
138Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x180
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 16% of images
Hue: Between -180° and +180°
Brightness: Between -16% and +16%
Exposure: Between -5% and +5%
Cutout: 8 boxes with 5% size each
Mosaic: Applied
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical