Dataset Versions
Versions
v8 - 2024-11-20 11-00am
v14
· a month ago
v7 -2024-10-22 04-17am
v11
· 2 months ago
v6 - 2024-09-09 09-09am
v10
· 4 months ago
2024-09-02 12:32pm
v9
· 4 months ago
2024-08-30 8:43am
v8
· 4 months ago
2024-08-21 3:32am
v7
· 4 months ago
2024-08-20 12:07pm
v6
· 4 months ago
v5 2024-08-20
v5
· 4 months ago
v4 2024-08-08
v4
· 5 months ago
v3 2024-8-8
v3
· 5 months ago
v2 2024-06-17
v2
· 6 months ago
v1 2024-05-25
v1
· 7 months ago
v8
2024-08-30 8:43am
Generated on Aug 30, 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.
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5900 Total Images
View All Images
Dataset Split
Train Set 88%
5163Images
Valid Set 8%
493Images
Test Set 4%
244Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Blur: Up to 2.5px