Dataset Versions
Versions
2024-02-07 5:50pm
v18
· 10 months ago
2024-02-07 5:39pm
v17
· 10 months ago
v10
v16
· 3 years ago
v9.0
v15
· 3 years ago
V8.0
v14
· 3 years ago
V7.0
v13
· 3 years ago
V6.0
v12
· 3 years ago
Without augmentation
v11
· 3 years ago
V5.0
v10
· 3 years ago
V4.0
v9
· 3 years ago
V3.0
v7
· 3 years ago
v2.0
v6
· 3 years ago
v1.0
v4
· 3 years ago
v12
V6.0
Generated on May 4, 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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2853 Total Images
View All Images
Dataset Split
Train Set 87%
2475Images
Valid Set 8%
224Images
Test Set 5%
154Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Blur: Up to 10px
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise