Dataset Versions
Versions
2024-05-15 6:30pm
v14
· 6 months ago
2024-05-14 9:17pm
v13
· 6 months ago
2024-05-13 5:24pm
v12
· 6 months ago
2024-05-12 7:36pm
v11
· 6 months ago
2024-05-11 9:41pm
v10
· 6 months ago
2024-05-11 5:37pm
v9
· 6 months ago
2024-05-10 10:48pm
v8
· 7 months ago
2024-05-10 2:04am
v7
· 7 months ago
2024-04-27 3:56pm
v6
· 7 months ago
2024-04-25 4:24pm
v5
· 7 months ago
2024-04-18 1:42pm
v4
· 7 months ago
2024-04-02 4:03pm
v1
· 8 months ago
v8
2024-05-10 10:48pm
Generated on May 10, 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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2611 Total Images
View All Images
Dataset Split
Train Set 88%
2295Images
Valid Set 9%
222Images
Test Set 4%
94Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Blur: Up to 2.5px