Dataset Versions
Versions
2023-05-02 10:08pm
v17
· 2 years ago
2023-04-24 7:47pm
v16
· 2 years ago
2023-04-24 1:55pm
v15
· 2 years ago
2023-04-24 1:41pm
v14
· 2 years ago
2023-04-21 9:26am
v13
· 2 years ago
2023-04-14 10:57am
v12
· 2 years ago
2023-04-14 10:51am
v11
· 2 years ago
2023-04-07 7:27pm
v10
· 2 years ago
2023-03-17 3:46pm
v6
· 2 years ago
2023-01-14 9:07am
v5
· 2 years ago
2022-12-20 7:23pm
v4
· 2 years ago
2022-10-05 10:54am
v2
· 2 years ago
2022-09-30 10:08pm
v1
· 2 years ago
v10
2023-04-07 7:27pm
Generated on Apr 7, 2023
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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9371 Total Images
View All Images
Dataset Split
Train Set 88%
8214Images
Valid Set 8%
795Images
Test Set 4%
362Images
Preprocessing
Tile: 3 rows x 3 columns
Modify Classes: 2 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Noise: Up to 5% of pixels