Dataset Versions
Versions
2022-07-13 1:03am
v12
· 2 years ago
2022-06-04 7:24pm
v11
· 2 years ago
2022-05-29 10:02pm
v9
· 2 years ago
2022-05-15 3:20pm
v7
· 3 years ago
2022-04-06 12:52am
v6
· 3 years ago
2022-03-26 7:27pm
v5
· 3 years ago
2022-03-23 9:51pm
v4
· 3 years ago
2022-03-23 3:11pm
v2
· 3 years ago
2022-02-27 10:49pm
v1
· 3 years ago
v6
2022-04-06 12:52am
Generated on Apr 5, 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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6517 Total Images
View All Images
Dataset Split
Train Set 92%
6003Images
Valid Set 4%
251Images
Test Set 4%
263Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Rotation: Between -22° and +22°
Brightness: Between -25% and +25%
Blur: Up to 1.25px
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical