Dataset Versions
Versions
2024-09-08 7:59am
v9
· 2 months ago
2024-09-08 5:45am
v8
· 2 months ago
2024-09-07 3:29pm
v7
· 2 months ago
2024-09-07 3:22pm
v6
· 2 months ago
2024-08-30 10:53am
v5
· 3 months ago
2024-08-30 8:42am
v4
· 3 months ago
2024-08-28 4:36am
v3
· 3 months ago
2024-08-16 10:06am
v2
· 3 months ago
2024-08-16 9:54am
v1
· 3 months ago
v9
2024-09-08 7:59am
Generated on Sep 8, 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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4616 Total Images
View All Images
Dataset Split
Train Set 88%
4044Images
Valid Set %
0Images
Test Set 12%
572Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Exposure: Between -7% and +7%
Blur: Up to 2.5px