Dataset Versions
Versions
2022-08-02 6:45pm
v14
· 2 years ago
2022-07-07 12:49pm
v13
· 2 years ago
2022-07-07 10:24am
v12
· 2 years ago
2022-07-07 10:20am
v11
· 2 years ago
2022-07-06 3:38am
v10
· 2 years ago
2022-07-06 3:26am
v8
· 2 years ago
2022-07-06 3:24am
v7
· 2 years ago
2022-07-05 9:24pm
v6
· 2 years ago
2022-07-05 10:45am
v5
· 2 years ago
2022-07-05 3:47am
v3
· 2 years ago
2022-07-05 2:39am
v2
· 2 years ago
v14
2022-08-02 6:45pm
Generated on Aug 2, 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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7398 Total Images
View All Images
Dataset Split
Train Set 87%
6473Images
Valid Set 8%
617Images
Test Set 4%
308Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x460
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Blur: Up to 10px