Dataset Versions
Versions
2024-11-06 7:18am
v15
· 16 days ago
2024-11-06 6:31am
v13
· 16 days ago
2024-10-28 10:12am
v12
· 25 days ago
2024-10-28 9:56am
v11
· 25 days ago
2024-10-23 11:33am
v10
· a month ago
2024-10-23 11:32am
v9
· a month ago
2024-10-23 2:14am
v8
· a month ago
2024-10-22 4:50pm
v7
· a month ago
2024-09-23 3:42pm
v6
· 2 months ago
2024-05-24 12:51pm
v5
· 6 months ago
2024-05-23 5:03pm
v4
· 6 months ago
2024-05-23 3:06pm
v3
· 6 months ago
2024-05-23 3:00pm
v2
· 6 months ago
2024-05-09 4:40pm
v1
· 6 months ago
v12
2024-10-28 10:12am
Generated on Oct 28, 2024
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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4548 Total Images
View All Images
Dataset Split
Train Set 76%
3440Images
Valid Set 22%
1000Images
Test Set 2%
108Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Modify Classes: 10 remapped, 3 dropped
Augmentations
Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images